Anthropic still holds most of the measured crowns going into November. On Artificial Analysis's Intelligence Index v5 (October 27), Claude Opus 5.5 scores 58.4 and leads every model you can actually use, ahead of GPT-6 Astra at 56.9, GPT-6.1 Sol at 54.5 and Claude Sonnet 5.5 at 54.2, which is free on claude.ai. Our guide to AI benchmarks explains how that index is built.

Google's Gemini 4 Carbon scores higher still, 59.4, and in its first days on Arena it went straight to first on text and fourth on WebDev, but only vetted cyber defenders can use it, so it takes no crown here, just as Gemini 4 Argon took none before its public release. Argon, open to Google AI Pro and Ultra since October 13, is the top model on Arena's text board that you can use and keeps second place on the chat podium. On images, Google's Nano Banana 2.1 now beats Grok Imagine Image 2.0 on three of the four boards we track and takes third place.

Among open models, Mistral published the weights of Mistral Large 4 on October 29, but at 26.0 on the index it ranks seventh among them. DeepSeek's V4.1-Flash-1017 still leads at 32.5, Xiaomi's MiMo-V2.6-Pro stays the cheapest per task, and Moonshot's Kimi K3.1 Pro would lead them all at 46.0 if its weights land on November 4 as promised. Video belongs to MiniMax H3 and images to ChatGPT Images 2.5. Rankings are updated within 48 hours of any major launch.

Oct 29 Mistral Mistral publishes the weights of Mistral Large 4 and halves its price, but it ranks only seventh among open models New

Mistral released the open weights of Mistral Large 4 on October 29, 2026, three weeks after the public preview, together with a retrained build: a natively multimodal mixture of experts with about 1 trillion parameters, 49 billion active, and a 1M-token context, on Hugging Face under the Mistral Ecosystem Open-Weight License. That is a modified MIT licence: free to use, modify and sell, except that a business running the model as a hosted service needs a separate commercial licence from Mistral. The API price falls to $0.70 / $2.10 per 1M tokens, with cached input at $0.07. Artificial Analysis scores the new build 26.0 on Intelligence Index v5 at high effort, up from 25.3 for the preview, at $2.06 an index task, which puts it seventh among open models, behind DeepSeek V4.1-Flash-1017 at 32.5, GLM-5.3, MiMo-V2.6-Pro, Ling 3.1 Flash, MiniMax-M3.1-Flash and GLM-5.3-Flash. Mistral's own charts put it first among open models on FrontierCode 2.0 and Terminal-Bench 4.0, but those are vendor figures, and Arena places it 48th on WebDev. It is the highest-scoring open model from the US or Europe on the index, and it takes no crown. Our Mistral Large 4 breakdown covers the preview launch.

Oct 28 Google Gemini 4 Carbon tops Intelligence Index v5 at 59.4, but only cyber defenders can use it New

Google announced Gemini 4 Carbon on October 28, 2026, the second model of the Gemini 4 generation, built for long coding and cyber-defense work. Artificial Analysis scores it 59.4 on its new Intelligence Index v5 at high effort, the highest score it has published and a point above Claude Opus 5.5 at 58.4. It is second on Terminal-Bench 4.0 at 65.2%, behind Kimi K3.1 Pro, first on the hallucination-penalised AA-Omniscience index at 53.5 and second on the Vals Index at 70.36%, behind Claude Sonnet 5.5. Its raw factual accuracy is 58%, below both Claude Fable 5.1 and Opus 5.5, and its 11% hallucination rate is higher than Argon's 4%. Access is the catch, as it was for Argon in September: only vetted cyber defenders and partners in Google's Fairwind Program have it, with no date for the Gemini app or the public API. It will launch at the same introductory $2 / $10 per 1M tokens as Argon, rising to $4 / $20 after an introductory period Google has not dated. It takes no crown on this page until people can use it, and Argon stays the newest Gemini you can open. Full detail in our Gemini 4 Carbon breakdown.

Oct 27 Artificial Analysis Artificial Analysis launches Intelligence Index v5, which re-scales every score on this page New

Artificial Analysis launched version 5 of its Intelligence Index on October 27, 2026. It is a rescale rather than an update: FrontierCode 2.0 and Terminal-Bench-Science join, HLE-Diamond replaces Humanity's Last Exam, and GDPval-AA, SciCode and AA-LCR leave the index, though GDPval-AA is still published on its own. Scores move, and not evenly. Claude Opus 5.5 reads 58.4 (57.6 on v4.3.2), GPT-6 Astra 56.9 (52.7), GPT-6.1 Sol 54.5 (51.8), Claude Sonnet 5.5 54.2 (56.0), Gemini 4 Argon 50.4 (52.6), Claude Fable 5.1 49.7 (53.4) and Kimi K3.1 Pro 46.0 (55.1), and among open models DeepSeek V4.1-Flash-1017 now leads at 32.5, ahead of GLM-5.3 at 31.7 and Xiaomi's MiMo-V2.6-Pro at 29.9. Cost per index task was re-measured too: an Opus 5.5 task at max effort now costs $10.04. This page now quotes v5 figures. The dated news items below keep the v4.3.2 figures they were written with, and models Artificial Analysis has not scored on v5, such as GPT-6 Sol, Claude Opus 5 and Kimi K3, keep a stamped v4.3.2 figure. On the new scale the open-weight pick moves from MiMo-V2.6-Pro to DeepSeek V4.1-Flash-1017.

Oct 26 OpenAI GPT-6.1 Terra scores 51.0 at half GPT-6.1 Sol's price, in ChatGPT Work and Codex New

OpenAI released GPT-6.1 Terra on October 26, 2026, in ChatGPT Work and Codex for Plus, Pro, Business, Enterprise and Edu, and in the API as gpt-6.1-terra at $1 / $5 per 1M tokens with cached input at $0.05, half the rate of GPT-6.1 Sol. It is not in ChatGPT's chat window, which still runs GPT-6 Sol on paid plans. OpenAI pitches it for visual reasoning, computer use and writing, with a 1.05M-token context and 128K output. Artificial Analysis scores it 51.0 on Intelligence Index v5 at max effort for $0.96 an index task, against GPT-6.1 Sol's 54.5 for $1.27, and 55.6% on Terminal-Bench 4.0. Vals puts it 11th on its index at 60.47%. LiveBench and ARC Prize have not rated it yet. It takes a pricing row and a coding-table row, and no crown.

Oct 23 Moonshot Kimi K3.1 Pro lands fourth on the Intelligence Index and first on Terminal-Bench 4.0, at $2 / $10 New

Moonshot AI released Kimi K3.1 Pro on October 23, 2026, a post-trained version of Kimi K3 with the same 2.8 trillion parameters, 104 billion active, and a 1M-token context, at $2 / $10 per 1M tokens with cached input at $0.20, a third below K3. Artificial Analysis scores it 55.1 on Intelligence Index v4.3.2, fourth among distinct models behind Claude Opus 5.5 at 57.6, Claude Sonnet 5.5 at 56.0 and Muse Wonder Full at 55.8, and 11.5 points above K3, at $2.11 an index task. It also takes Artificial Analysis's Terminal-Bench 4.0 run at 67.2%, the highest score it has measured, ahead of Sonnet 5.5's 63.6%, and is third on GDPval-AA v2.1 at 1846. Arena puts it eighth on WebDev at 1692, well behind Claude Opus 5.5, and LiveBench, EQ-Bench and ARC Prize have not rated it yet. It runs on Kimi.com, the Kimi apps, Kimi Work, Kimi Code and the Kimi API. Moonshot promises the open weights by November 4, and until they land it is a closed model, so it does not count for the open-weight crown, though at 55.1 it would lead that ranking by almost nine points. No crown moves. Full detail in our Kimi K3.1 Pro breakdown.

Oct 17 DeepSeek DeepSeek V4.1-Flash-1017 scores 45.1 at unchanged prices and takes the open price-performance pick New

DeepSeek upgraded its Flash model to DeepSeek-V4.1-Flash-1017 on October 17, 2026, in the API, on the web and in its apps, at unchanged prices of $0.15 / $0.60 per 1M tokens off-peak and $0.30 / $1.20 at peak, with the weights on Hugging Face under MIT. Artificial Analysis scores it 45.1 on Intelligence Index v4.3.2, up from 39.5 for the September build and second among open models behind MiMo-V2.6-Pro, at $0.26 an index task. It also entered Arena's WebDev board 13th and the Agent Arena 11th, the highest of any open model on both. That takes the open price-performance pick from GLM 5.3 Flash, which stays the smaller model to host yourself.

Oct 15 Meta Meta publishes the weights of Muse Spark Open, an 816B model under its own licence New

Meta released Muse Spark Open on October 15, 2026: a mixture-of-experts model with 816 billion parameters, 42 billion active and a 1M-token context, with weights on Hugging Face under Meta's own Muse Model License rather than an open-source licence. Artificial Analysis scores it 38.9 on Intelligence Index v4.3.2, well below MiMo-V2.6-Pro at 46.3 and DeepSeek V4.1-Flash-1017 at 45.1, and Arena puts it 52nd on WebDev, so it takes no crown.

Oct 15 fal fal's FLUX 3 Max, a faster post-trained FLUX 3 Video, enters Artificial Analysis's video boards fourth and second New

fal released FLUX 3 Max on October 15, 2026: its own post-trained variant of Black Forest Labs' FLUX 3 Video, tuned for prompt adherence, visual quality and lower latency, which Black Forest Labs also promotes on its FLUX 3 Video page with the claim of a 10-second clip in 12 seconds. It makes 5 to 20-second clips with native audio from text, an image or keyframes, at $0.0425 a second at 720p and $0.0725 at 1080p on a 75% launch discount that ends November 7, after which the rates are $0.17 and $0.29. On Artificial Analysis's boards with audio it is fourth on text-to-video at 1159 and second on image-to-video at 1138, a statistical tie with MiniMax H3 on both, and Arena has not rated it yet, so the video crown stays with H3.

Pending Google Gemini 3.5 Pro, still unreleased, and Gemini 4 Argon has overtaken it Delayed

Gemini 3.5 Pro is still unreleased. Google announced it at I/O on May 19 alongside Gemini 3.5 Flash, but only Flash shipped, and Bloomberg reported on July 16, 2026 that it was months behind schedule. Google DeepMind's Koray Kavukcuoglu said on September 24 that the company "took a little bit of a step back" to focus on its Flash models and on Gemini 4, and on September 30 Google announced Gemini 4 Argon as its next flagship instead. Google has not said whether 3.5 Pro will ship at all. Use Gemini 3.8 Flash in the meantime if you are working through the API, or Gemini 3.6 Flash in the Gemini app, where since October 9, 2026 it needs Google AI Plus or above.

Category pick, November 2026

Best AI for Writing

Claude Fable 5.1

Best writing overall

→

Kimi K3.1 Pro

Creative fiction

→

Claude Sonnet 5.5

Free everyday

The best AI for writing is Claude Fable 5.1, and the case for it is consistency rather than a single first place.

It is inside the top ten of all three prose boards: third on EQ-Bench Creative Writing v3 at 2155.3, behind GPT-6 Astra and Moonshot's new Kimi K3.1 Pro, third on LiveBench Language at 89.5 and eighth on Arena's creative-writing board, the best combined placing of any model. Gemini 4 Argon is second on Arena's text board at 1520, behind only the cyber-defender-only Gemini 4 Carbon, and second on its creative-writing board at 1517, and Google AI Pro subscribers can use it since October 13, but EQ-Bench puts it only 32nd, at 1757.8, and LiveBench has not rated it yet.

Claude Opus 5.5 has taken first place on Arena's creative-writing board at 1520, but it is eighth on EQ-Bench and tenth on LiveBench Language; GPT-6 Astra leads EQ-Bench at 2176.9 but sits 40th on Arena's creative-writing board; Kimi K3.1 Pro is second on EQ-Bench at 2172.6, but LiveBench has not rated it; Claude Fable 5 tops LiveBench Language at 90.7 and is fourth on Arena's creative-writing board, but 13th on EQ-Bench. If your writing is a work deliverable rather than prose, the GDPval-AA v2.1 professional-deliverables board is a different question, and Claude Opus 5.5 leads it at 1866, ahead of Moonshot's Kimi K3.1 Pro at 1858, Meta's Muse Wonder Full at 1857, Claude Sonnet 5.5 at 1838 and Claude Fable 5.1 at 1763.

Claude Sonnet 5.5 is the free-tier value pick, since anyone can use it on claude.ai, though it scores 83.4 on LiveBench Language, sits only 22nd on Arena's creative-writing board and has no EQ-Bench rating yet. Claude Fable 5 is the pick if you weight Arena's human votes above the harness scores; it costs $10 / $50 per 1M tokens and is permanently included in Claude Max and Team Premium at roughly 50% of regular usage limits. Translation is a separate question with a separate winner, which we work through in our guide to the best AI for translation.

Model	Best For	Strength	Weakness	Price (per 1M tokens)
Claude Fable 5.1	Best writing overall	#3 EQ-Bench Creative Writing (2155.3), #3 LiveBench Language (89.5) and #8 Arena creative writing, the best combined placing of any model	Leads none of the three outright; Claude Opus 5.5 leads Arena's creative-writing board and GPT-6 Astra leads EQ-Bench	$10 / $50
Claude Fable 5	Strong on the human-vote boards	#1 LiveBench Language (90.7), #4 Arena creative writing (1501), #6 Arena text (1504)	#13 EQ-Bench; priciest option here	$10 / $50
Kimi K3.1 Pro	Creative fiction and voice	#2 EQ-Bench Creative Writing (2172.6), 4.3 points behind GPT-6 Astra; #2 GDPval-AA v2.1 (1858)	Not yet rated on LiveBench; open weights only promised for November 4	$2 / $10
Claude Sonnet 5.5	Free everyday writing	Free on claude.ai, 1M context; #4 GDPval-AA v2.1 (1838), behind Opus 5.5, Kimi K3.1 Pro and Muse Wonder Full	83.4 LiveBench Language; #23 Arena creative writing; not yet rated on EQ-Bench	$2 / $10
Claude Opus 5.5	Arena's top creative writer	#1 Arena creative writing (1520) and #3 Arena text (1509); #1 GDPval-AA v2.1 (1866)	#8 EQ-Bench and #10 LiveBench Language	$4 / $20
Gemini 4 Argon	Top-voted model on Arena you can use	#2 Arena text (1520) and #2 Arena creative writing (1517)	#32 on EQ-Bench (1757.8); unrated on LiveBench	$19.99/mo Google AI Pro; $2 / $10 API intro to Nov 30
GPT-5.5	Fact-anchored business writing	Documented factual-reliability gains over GPT-5.4	Reasoning tiers now marked deprecated	$5 / $30
Gemini 3.8 Flash	Bulk drafts at scale	Intelligence Index 30.5 (v5), 308.4 tok/s output, 1M context	Agent-tuned rather than prose-tuned; intro price doubles January 1, 2027	$0.75 / $3.75

Runner-up and alternatives: Claude Fable 5 is the runner-up and the pick if you weight Arena's human votes, Claude Opus 5.5 leads Arena's creative-writing board and professional deliverables, Kimi K3.1 Pro is the pick for distinctive fiction and is now second on EQ-Bench, Claude Sonnet 5.5 is the value pick and the one to use if you are not paying, and Gemini 3.8 Flash is the pick for bulk drafting. Gemini 4 Argon, on Google AI Pro since October 13, is the top model on Arena's text board that you can use, but EQ-Bench puts it only 32nd and LiveBench has not rated it.

What changed this month

The writing crown stays with Claude Fable 5.1, which still has the best combined placing across the three prose boards. Since the last update Arena re-ranked its creative-writing board: Fable 5.1 moved up to eighth, Google's Gemini 4 Carbon, which only cyber defenders can use, entered third, and Claude Fable 5 slipped to fourth, while Moonshot's Kimi K3.1 Pro moved ahead of Muse Wonder Full into second place on GDPval-AA v2.1 at 1858. In October, Kimi K3.1 Pro replaced Kimi K3 on the podium after EQ-Bench rated it second, Claude Opus 5.5 took first place on Arena's creative-writing board and EQ-Bench rated Gemini 4 Argon 32nd.

Category pick, November 2026

Best AI for Chat & Daily Assistant

GPT-6

ChatGPT's default

→

Gemini 4 Argon

Top usable on Arena text

→

Claude Opus 5.5

Top usable index score

The best AI for everyday chat is GPT-6, and the honest reason is reach rather than board position. Since October 7 it is what ChatGPT answers with by default: GPT-6 Sol on Plus, Pro, Business and Enterprise, and GPT-6 Luna on Free and Go, rolling out from October 8. That makes it the assistant most people can actually open.

On raw human preference it is far from the lead. GPT-6 Sol sits #64 on Arena's text leaderboard at 1458, below its predecessor GPT-5.6 Sol at #22, while Google's Gemini 4 Carbon leads at 1528, Gemini 4 Argon is second at 1520, the highest of any model you can use, Claude Opus 5.5 is third at 1509 and Meta's Muse Wonder fourth at 1507. Artificial Analysis has not scored GPT-6 Sol on its new Intelligence Index v5, where GPT-6 Luna reads 27.8; on v4.3.2 Sol read 47.6. In the API, Sol costs $2 / $10 and Luna $0.10 / $0.50 per 1M tokens.

Model	Best For	Strength	Weakness	Price
GPT-6	Everyday chat, ChatGPT's default	The assistant most people can open: Sol on paid plans, Luna on Free and Go	GPT-6 Sol only #64 on Arena text	Free / $20/mo Plus; API $0.10 / $0.50 (Luna) to $2 / $10 (Sol)
Gemini 4 Argon	Top-voted conversation	#2 on Arena text (1520); 4% hallucination rate on AA-Omniscience, the lowest among leading models	Arena rating still preliminary; Google AI Pro or above in the Gemini app	$19.99/mo Google AI Pro; $2 / $10 API intro to Nov 30
Claude Opus 5.5	Highest-scoring conversation you can use	58.4 on Intelligence Index v5, the highest of any model you can use, and #3 on Arena text (1509)	Not on the Free plan; usage-limited on Pro; Gemini 4 Carbon scores a point higher but only cyber defenders can use it	$20/mo Pro, $4 / $20 API
Claude Sonnet 5.5	Free Claude chat	Free on claude.ai; 54.2 on Intelligence Index v5 at max effort, fifth among distinct models	Only #31 on Arena text; the apps run it at Medium effort, where it scores 30.3	Free / $20/mo Pro, $2 / $10 API
GPT-5.5 Instant	Hallucination-sensitive daily work	52.5% fewer hallucinated claims vs 5.3 Instant	Reasoning tiers now marked deprecated	$20/mo Plus; API $5 / $30
Gemini 3.6 Flash	Fast, cheap, multimodal	1M context, #23 on Arena text	Needs Google AI Plus in the Gemini app since October 9; 3.8 Flash outscores it at the same price	AI Plus / $0.75 / $3.75 API
Fello AI	Many leading models, one app	ChatGPT + Claude + Gemini + Grok + DeepSeek and more on Mac, iPhone and iPad	Routed via app, not direct	From $11.99/mo

Runner-up and alternatives: Gemini 4 Argon is the runner-up, the top model you can use on Arena's text board and on Google AI Pro since October 13, Claude Opus 5.5 is the top scorer on Artificial Analysis's index among models you can use, Claude Sonnet 5.5 is the pick for free Claude chat, Gemini 3.6 Flash is the runner-up for fast and cheap (Google AI Plus in the Gemini app since October 9), and Grok 4.7 is the niche pick for live-news days. Fello AI puts ChatGPT, Claude, Gemini and Grok in one window, so a second opinion is one click away.

What changed this month

GPT-6 keeps the chat pick, because it is what ChatGPT answers with by default: GPT-6 Sol on paid plans and GPT-6 Luna on Free and Go. Since the last update Google's Gemini 4 Carbon has entered Arena's text board first at 1528, but only cyber defenders can use it, so Gemini 4 Argon, second at 1520, is now the top model on that board you can use and keeps second place here, and on October 29 OpenAI tuned GPT-6 in Chat for Free and Go users to give shorter answers with less flattery. In October, the pick moved from GPT-5.6 to GPT-6 on October 7, and Argon took second place when it reached Google AI Pro and Ultra on October 13.

Category pick, November 2026

Best AI for Images

ChatGPT Images 2.5

Text in images

→

MAI-Image-2.6

#4 AA image editing

→

Nano Banana 2.1

#4 AA text-to-image

The best AI for image generation is ChatGPT Images 2.5, which OpenAI made the default on every ChatGPT tier on September 8 and which leads all four image boards we track.

GPT-Image-2.5 Sunburst, built for precision, leads all four: Arena text-to-image at 1427, Arena image editing at 1517, Artificial Analysis's AA-Image-T2I v2.1 at 1222 and AA-Image-Editing v2.1 at 1199. The faster GPT-Image-2.5 Flare is second on three of them, and third on Artificial Analysis's editing board, where Microsoft's MAI-Image-2.7-Preview, released in October, has moved in between at 1193. Read the Sunburst-to-Flare gap on Arena text-to-image as provisional, because each rests on about 40,000 votes against GPT Image 2's 103,000. MAI-Image-2.6 is the runner-up, fourth on Artificial Analysis's editing board at 1151, in a three-way tie with Krea 3 (Ultra) and Nano Banana 2.1, and fourth on Arena's text-to-image board at 1329, a statistical tie with Nano Banana 2.1 just below it.

Third is Google's Nano Banana 2.1, released on October 6 and now the highest-ranked Google model: fourth on Artificial Analysis's text-to-image board at 1176, level with MAI-Image-2.6 on its editing board at 1151, and fifth on Arena text-to-image at 1325, which puts it ahead of Grok Imagine Image 2.0 on three of the four boards. SpaceXAI's Grok Imagine Image 2.0, released in August and available in Grok Imagine and the xAI API, drops to fourth: it still leads Nano Banana 2.1 on Arena's editing board, fifth at 1439 against seventh at 1427, but it is sixth on Arena text-to-image at 1317 and only 17th on Artificial Analysis's editing board, and it stays the pick for the fewest restrictions.

The best image model you can download is Alibaba's Qwen-Image-2.1, released on September 20 and now the highest-ranked open-weight model on both Arena boards, 20th on image editing and 19th on text-to-image, and one place behind a newer open model on each Artificial Analysis board, Black Forest Labs' FLUX 3 Image Klein on text-to-image and Bria's non-commercial Fibo 2.0 on editing, but its licence allows research and evaluation only, so it is not a free commercial option. Our full breakdown of what shipped is in ChatGPT Images 2.5.

Model	Best For	Strength	Weakness	Price
ChatGPT Images 2.5	Images with readable text	Sunburst #1 on all four boards and Flare #2 on three: Arena text-to-image (1427 / 1401), Arena editing (1517 / 1482), Artificial Analysis text-to-image (1222 / 1207) and editing (1199, with Flare third at 1182)	Its Arena text-to-image lead rests on about 40,000 votes per model	Default on every ChatGPT tier
MAI-Image-2.6	Editing an image you already have	#4 on Artificial Analysis image editing (1151, a three-way tie) and #4 on Arena text-to-image (1329)	Public preview, not in Copilot or Bing yet; its successor MAI-Image-2.7-Preview, editing only so far, is now second on that board	MAI Playground / Microsoft Foundry
Nano Banana 2.1	Google's everyday image model	#4 Artificial Analysis text-to-image (1176), #5 Arena text-to-image (1325) and level with MAI-Image-2.6 on Artificial Analysis editing (1151), the highest of any Google model; half Nano Banana 2's API price per image	#7 on Arena image editing (1427), behind Grok Imagine Image 2.0; input tokens cost three times as much as on Nano Banana 2	Gemini app / AI Studio; $0.0336 per 1K image
Grok Imagine Image 2.0	Fewest restrictions, Spicy Mode	#5 on Arena image editing (1439) and #6 on Artificial Analysis text-to-image (1166)	#6 on Arena text-to-image (1317) and only #17 on Artificial Analysis image editing	$30/mo Premium (X Subscription); xAI API
Seedream 5.0 Pro	Multilingual text + region editing	10+ languages incl. Arabic RTL, lasso and layer editing	Around tenth on the independent boards; copyright cloud	BytePlus / Magnific
Midjourney v8	Stylized art, illustration	Aesthetic baseline most artists prefer	Weaker on text in image	$10-$120/mo
Qwen-Image-2.1	Best image model you can download	Highest-ranked open-weight model on both Arena boards: #20 image editing (1362) and #19 text-to-image (1225); #22 and #24 on the two Artificial Analysis boards, one place behind a newer open model on each; 7B generator, transparent PNGs, up to 10 reference images	Qwen Research License, research or evaluation only, no commercial use	Free download (Hugging Face)
Qwen-Image-3.0-Pro	Dense, text-heavy layouts	#12 Arena text-to-image (1254) and #17 Artificial Analysis text-to-image (1095); prompts up to 4.5k tokens, text in 12 languages	Hosted only, no weights; not rated on Arena image editing	Qwen Chat; $0.04-$0.075 per image in the API
Muse Image	Image editing, Meta ecosystem	#10 on Artificial Analysis image editing (1129) and #8 on its text-to-image board	Off the podium; #9 on Arena text-to-image and #11 on Arena editing	Meta AI app

Runner-up and alternatives: MAI-Image-2.6 is the runner-up overall and the pick for editing an image you already have, Nano Banana 2.1 is third and the pick inside Google's apps, and Grok Imagine Image 2.0 is fourth and still the only frontier model that allows Spicy Mode adult content. Muse Image is the pick inside Meta's apps, and Reve 2.1 remains the pick for layout, typography and native 4K, seventh on Arena text-to-image. If you want to run a model on your own hardware, Qwen-Image-2.1 scores best of any open model, but only for research and evaluation; for commercial work the older Apache 2.0 Qwen-Image releases are the safe choice, though they rank far lower, Qwen-Image-2512 45th on Arena text-to-image.

What changed this month

ChatGPT Images 2.5 keeps the image crown, and GPT-Image-2.5 Sunburst still leads all four boards we track. Since the last update the third podium place has moved from Grok Imagine Image 2.0 to Google's Nano Banana 2.1: Arena's re-ranked text-to-image board now puts Nano Banana 2.1 fifth at 1325 and Grok Imagine Image 2.0 sixth at 1317, so Nano Banana 2.1 is ahead on three of the four boards, and Grok leads it only on Arena's editing board, 1439 to 1427. MAI-Image-2.6 keeps second place: it edges Nano Banana 2.1 on Arena text-to-image, 1329 to 1325, trails it on Artificial Analysis's, 1166 to 1176, and ties it on both editing boards.

In October, Artificial Analysis moved both its image boards to v2.1, Google released Nano Banana 2.1 on October 6, Microsoft's editing-only MAI-Image-2.7-Preview entered near the top of both editing boards, third on Arena's at 1471 and second on Artificial Analysis's at 1193, and Grok Imagine Image 2.0 took third place from Muse Image, the place it has now lost to Nano Banana 2.1.

Category pick, November 2026

Best AI for Video

MiniMax H3

#1 Arena image-to-video

→

Gemini Omni 1.1 Flash

#1 Arena text-to-video

→

Wan 3.0

#1 AA text-to-video

The best AI for video generation is MiniMax H3, which MiniMax released on July 31 with open weights, and the case for it is that it places near the top everywhere rather than winning one board outright.

It leads Arena's image-to-video board at 1495.4, ahead of Gemini Omni 1.1 Flash at 1488.5 and Alibaba's Wan 3.0 at 1479.8, and on Artificial Analysis's boards with audio it is third on text-to-video at 1161 and fourth on image-to-video at 1128, where ByteDance's Dreamina Seedance 2.5 leads at 1153 and the new Utopai X is second at 1146. Its weak spot is Arena's text-to-video board, where it is eighth at 1460.3.

It makes 2K clips of 4 to 15 seconds with native stereo audio, from $0.13 a second at 2K, and the weights are on Hugging Face under MiniMax's own community licence, without the 2K upscaler and with an application required in the US, EU, UK and South Korea. Gemini Omni 1.1 Flash, our pick until this update, still leads Arena's text-to-video board at 1516.2, in a statistical tie with Gemini Omni Flash at 1512.9, and it is the pick for long takes: scene extension in 10-second steps to 40 seconds, first and last frame control and 4K output, from about $0.03 a second at 360p to $0.30 at 4K.

But on Artificial Analysis it comes only tenth on text-to-video at 1128 and 14th on image-to-video at 1046. Wan 3.0 leads Artificial Analysis's text-to-video board at 1175 and is third on Arena's image-to-video board, but only sixth on Arena's text-to-video board. If you need longer takes inside Google's tooling, Veo 3.1 still runs in the Gemini app, AI Studio and Vertex AI with native audio and 1080p output.

Model	Best For	Strength	Weakness	Price
MiniMax H3	Best AI video overall	#1 Arena image-to-video (1495.4) and #3 and #4 on Artificial Analysis (1161 text-to-video, 1128 image-to-video); 2K clips of 4-15s with native stereo audio	#8 on Arena text-to-video (1460); the open weights exclude the 2K upscaler and need an application in the US, EU, UK and South Korea	$0.13/sec at 2K
Gemini Omni 1.1 Flash	Long takes and 4K	#1 Arena text-to-video (1516), #2 Arena image-to-video (1488.5); 40-second scene extension, 4K output	Only #10 on Artificial Analysis text-to-video (1128) and #14 on its image-to-video board (1046)	$0.03-$0.30/sec; Gemini API / AI Studio / Flow
Gemini Omni Flash	Cheaper 10-second clips	#2 Arena text-to-video (1513); conversational editing	Caps at 10-second generations	~$0.10/sec; Gemini app / AI Studio
Wan 3.0	Video from documents and slides	#1 Artificial Analysis text-to-video (1175), #3 Arena image-to-video (1479.8); 2-30s, up to 1080p, Omni-Reference input	API-only, no published weights; #6 on Arena text-to-video	$0.05-$0.20/sec
Dreamina Seedance 2.5	ByteDance challenger	#1 Artificial Analysis image-to-video (1153), #4 Artificial Analysis text-to-video (1157), #4 Arena image-to-video (1477.4)	#7 Arena text-to-video (1474); ByteDance ecosystem, limited Western access	Dreamina / BytePlus
Muse Video	Meta ecosystem video	#9 on Arena text-to-video at 1456	Newest of the group, thin tooling	Meta AI app
Veo 3.1	Longer production clips	Native audio, 1080p, strong physics consistency	#12 on Arena video, not the quality leader	Google AI Pro / Ultra
Kling 3.0 / 3.0 Turbo	Fast iteration at lower cost	Native 4K, 60fps, 15-second clips; Turbo shipped June 17	Outside the top 16 on Arena text-to-video	From $10/mo
Luma Ray 3	Photoreal scenes	Strong realism for landscapes	Smaller community	Free / from $9.99/mo

Runner-up and alternatives: Gemini Omni 1.1 Flash is the runner-up and the pick for text-to-video and long takes, with 40-second scene extension and 4K output, and Gemini Omni Flash is the cheaper Google option for 10-second clips. Alibaba's Wan 3.0 is third and the one to use when the source material is a document, a spreadsheet or a slide deck. Dreamina Seedance 2.5 is the ByteDance pick, and Veo 3.1 is the pick inside the Gemini app and Vertex AI when you want native audio at 1080p. OpenAI retired the Sora 2 consumer app on April 26, 2026 and removed the Sora 2 models and the Videos API from its developer platform on September 24, 2026. We track the retirement dates for older models across every provider in a separate running list.

What changed this month

MiniMax H3 keeps the video crown, because it still places in the top four on three of the four boards we track and leads Arena's image-to-video board. Since the last update Artificial Analysis's boards have moved again: H3 is third on text-to-video at 1161 but has slipped to fourth on image-to-video at 1128, where Dreamina Seedance 2.5 leads at 1153 and Utopai X, which has no public API, has entered second at 1146. Arena has not updated either of its video boards since September 21, so its standings are unchanged.

In October, the crown moved from Gemini Omni 1.1 Flash to H3 once Artificial Analysis first rated Omni 1.1 Flash, Artificial Analysis added audio to its video boards, and HeyGen Video 1 and fal's FLUX 3 Max entered them. Omni 1.1 Flash still leads Arena's text-to-video board, in a statistical tie with Gemini Omni Flash, so it stays on the podium as the text-to-video pick, with Wan 3.0 third.

Category pick, November 2026

Best AI for Coding

Claude Opus 5.5

#1 Arena WebDev

→

Claude Sonnet 5.5

Value pick, #1 LiveBench Coding

→

GPT-6 Astra

#2 Arena WebDev

The best AI for coding is Claude Opus 5.5, which Anthropic shipped on September 22, though it no longer leads every board, and the model that took two of them is its own cheaper sibling.

Claude Sonnet 5.5, released September 28, leads LiveBench Coding at 91.4 against Opus 5.5's 89.3 and beats it on Artificial Analysis's own Terminal-Bench 4.0 run, 63.6% to 59.6%, though Moonshot's Kimi K3.1 Pro has led that run at 67.2% since October 23 and Google's Gemini 4 Carbon, which only cyber defenders can use, is second at 65.2%. Opus 5.5 keeps the crown on the rest of the evidence. It leads Arena's WebDev board at 1810, ahead of GPT-6 Astra at 1773 and Claude Sonnet 5.5 at 1770, and FrontierCode 2.0, the new coding test inside Intelligence Index v5, at 46.4% against Astra's 42.4% and Sonnet 5.5's 41.7%. It scores 71.7 on LiveBench Agentic Coding, second only to DeepSeek V4.1-Flash, where Sonnet 5.5 manages 56.3, and on Anthropic's own harnesses it beats Sonnet 5.5 on FrontierCode v1.1, 54.4% to 52.1%, and on CursorBench 4.0, 57.8% to 55.5%. On price the two are closer than they were.

Sonnet 5.5 is $2 / $10 per 1M tokens against Opus 5.5's $4 / $20, but on Intelligence Index v5 Artificial Analysis puts a max-effort task at $10.02 against Opus 5.5's $10.04, and Opus 5.5 at xhigh, 57.0 for $6.05 a task, now scores higher than Sonnet 5.5 at max, 54.2, for 60% of the cost; Sonnet 5.5 is cheaper only at lower settings, 41.1 for $1.64 at high. Opus 5.5 has also taken Arena's image-to-WebDev board at 1753, ahead of Sonnet 5.5 at 1737 and GPT-6 Astra at 1726; Astra matches Opus 5.5's 59.6% on Terminal-Bench 4.0 at xhigh, at $10 / $50, and Claude Fable 5.1 is sixth on WebDev and fourth on image-to-WebDev.

GPT-6.1 Sol is the cheap OpenAI option: fifth on WebDev, 56.1% on Terminal-Bench 4.0 and 54.5 on Intelligence Index v5 for $1.27 an index task at max effort, though LiveBench puts it well outside the top ten on Coding, at 80.7. GPT-6.1 Terra, released October 26, halves that token price to $1 / $5 and scores 51.0 for $0.96 a task, with 55.6% on Terminal-Bench 4.0. Gemini 4 Argon leads Google's own DeepSWE v1.1 table at 77.9%, but Artificial Analysis measures 57.1% on Terminal-Bench 4.0, Arena puts it eleventh on WebDev, and since October 13 it is on the paid API and in Antigravity for Google AI Ultra subscribers.

Claude Haiku 5.5, released October 7 at $0.10 / $0.50, is the cheap Claude for high-volume sub-agent work: 33% on Artificial Analysis's Terminal-Bench 4.0 run, level with GLM 5.3 Flash, and 57.2 on LiveBench Agentic Coding, just above Sonnet 5.5, though Arena puts it only 36th on WebDev. Among open weights, DeepSeek V4.1-Flash-1017, released October 17, has the highest open score on Intelligence Index v5, 32.5, and is the highest-placed open model on Arena WebDev, 16th at 1665, ahead of Kimi K3 in 18th; GLM-5.3 is still the strongest open model on Terminal-Bench 4.0 at 41.9%, and Xiaomi's MiMo-V2.6-Pro takes 34.8% there under plain MIT at $0.26 an index task.

Artificial Analysis has retired both its Coding Index and its Coding Agent Index, so the two composite coding rankings this page used to quote no longer exist.

Model	Best For	Strength	Weakness	Price (per 1M tokens)
Claude Opus 5.5	Best coding overall	#1 Arena WebDev (1810) and #1 FrontierCode 2.0 (46.4%); 58.4 on Intelligence Index v5, the highest of any model you can use; 71.7 LiveBench Agentic Coding, 15 points above Sonnet 5.5	Behind Sonnet 5.5 on Terminal-Bench 4.0 (59.6% to 63.6%) and LiveBench Coding (89.3 to 91.4)	$4 / $20
Claude Sonnet 5.5	Value pick for coding	#1 LiveBench Coding (91.4), #3 Terminal-Bench 4.0 (63.6%) and #3 Arena WebDev (1770), at half Opus 5.5's token price	56.3 LiveBench Agentic Coding, 15 points behind Opus 5.5; on Intelligence Index v5 Opus 5.5 at xhigh outscores it at max for less per task	$2 / $10
GPT-6 Astra	Second on Arena WebDev	#2 Arena WebDev (1773) and #3 image-to-WebDev (1726); 59.6% Terminal-Bench 4.0 at xhigh	2.5x Opus 5.5's price; behind Sonnet 5.5 on Terminal-Bench and well behind both Claude models on LiveBench Coding	$10 / $50
Kimi K3.1 Pro	Strongest terminal coder	#1 Terminal-Bench 4.0 (67.2%); 46.0 on Intelligence Index v5 at $3.68 an index task	#9 Arena WebDev (1695); open weights promised for November 4, not yet published	$2 / $10
Claude Fable 5.1	Highest composite score before Opus 5.5	#6 Arena WebDev and #4 image-to-WebDev; 49.7 on Intelligence Index v5; AA-Briefcase 1670	55.1% Terminal-Bench 4.0 at xhigh; 2.5x the price of Opus 5.5	$10 / $50
Claude Opus 5	Superseded by Opus 5.5	49.0% Terminal-Bench 4.0 and #10 Arena WebDev and #6 image-to-WebDev	Costs more per token than Opus 5.5 and scored seven points lower on v4.3.2; not scored on Intelligence Index v5	$5 / $25
Claude Fable 5	Hardest long-horizon agentic work	Intelligence Index 49.6 (v4.3.2); 42.4% Terminal-Bench 4.0; 1M context	The priciest per index task on v4.3.2 at $8.75; #10 on Arena image-to-WebDev	$10 / $50
Qwen3.8-Max-0902	Brief holder of Arena's WebDev board	#13 Code Arena: WebDev (1676); 33.6 on Intelligence Index v5; 2.4T parameters, 1M context	QwenCloud API only with no consumer front-end; lost the WebDev lead within days	$2 / $6
DeepSeek V4.1-Flash-1017	Strongest open model	32.5 on Intelligence Index v5, the highest open score, at $0.60 a task; #16 Arena WebDev (1665) and #18 Agent Arena, the best open placement on WebDev; MIT	33.8% on Terminal-Bench 4.0; 552B/16B active to self-host	$0.15 / $0.60 off-peak
GPT-5.6 Sol	OpenAI's cheaper flagship	Intelligence Index 47.0 (v4.3.2); 39.9% Terminal-Bench 4.0	Superseded by GPT-6 Sol, which scores higher at half the price; eval-gaming flagged by METR	$4 / $20
GPT-6 Sol	Cheap GPT-6 coding in Codex	Intelligence Index 47.6 (v4.3.2) and 43.9% Terminal-Bench 4.0, both above GPT-5.6 Sol, at half its price	#12 Arena WebDev (1678)	$2 / $10
GPT-6.1 Sol	Cheapest top-tier model per task	54.5 on Intelligence Index v5, #5 Arena WebDev (1751) and 56.1% Terminal-Bench 4.0 at $1.27 an index task, or 50.2 for $0.59 at high effort; cached input at $0.10	80.7 on LiveBench Coding, well outside the top ten; in Codex and ChatGPT Work only, not in Chat	$2 / $10
GPT-6.1 Terra	OpenAI's half-price coder	51.0 on Intelligence Index v5 at $0.96 an index task; 55.6% Terminal-Bench 4.0; third among distinct models on FrontierCode 2.0 (42.3%)	In ChatGPT Work and Codex only, not in Chat; LiveBench has not rated it	$1 / $5
Gemini 4 Argon	Long software tasks	77.9% DeepSWE v1.1 on Google's own figures; 50.4 on Intelligence Index v5	57.1% Terminal-Bench 4.0 and #11 Arena WebDev (1679)	$2 / $10 intro to Nov 30, $4 / $20 standard
Gemini 4 Carbon	Not yet usable: long coding and cyber defense	59.4 on Intelligence Index v5, the highest score published; #2 Terminal-Bench 4.0 (65.2%)	Cyber defenders and Fairwind partners only, no public date; sixth among distinct models on FrontierCode 2.0 (40.6%)	$2 / $10 intro, then $4 / $20 (announced)
Muse Spark 1.3	Cheap agentic coding	Intelligence Index 48.1 (v4.3.2) at $1.25 / $4.25, and $1.60 per index task	33.3% on Terminal-Bench 4.0; the coding wins come from Meta's own chart, measured on a partners-only max variant; not yet scored on v5	$1.25 / $4.25
Muse Wonder Full	Meta's strongest model, inside Muse Code	49.7 on Intelligence Index v5, level with Claude Fable 5.1; #3 GDPval-AA v2.1 (1857); 57.1% Terminal-Bench 4.0	Muse Code subscription only ($50 and $200 plans), no API; seventh on Arena WebDev (1725)	Muse Code, from $50/mo
Muse Wonder	Meta's frontier model on the API	43.3 on Intelligence Index v5; 52.0% Terminal-Bench 4.0; 1M context	Same $4 / $20 as Opus 5.5, which scores 15.1 points higher; $6.95 an index task	$4 / $20
Grok 4.7	Cheap value coder	46.3% CursorBench 4.0 and 71.0% DeepSWE v1.1 on SpaceXAI's own figures; 35.0 on Intelligence Index v5	24.7% on Terminal-Bench 4.0; $6.18 an index task; prompts of 200K tokens and up re-bill the whole request at double	$2 / $6
Gemini 3.8 Flash	Agent coding at scale	30.5 on Intelligence Index v5; 308.4 output tokens per second	19.7% on Terminal-Bench 4.0; intro price doubles January 1, 2027	$0.75 / $3.75
GLM 5.3 Flash	Smallest serious coder you can host	27.8 on Intelligence Index v5 at $0.58 an index task and 32.8% Terminal-Bench 4.0; MIT, 320B/18B active, against 552B for DeepSeek V4.1-Flash	GLM-5.3 reaches 41.9% on the same harness; no consumer product	Open weights (MIT)
Claude Haiku 5.5	Cheapest Claude for sub-agents	36.2 on Intelligence Index v5 at $0.41 an index task; 32.8% Terminal-Bench 4.0, level with GLM 5.3 Flash; 57.2 LiveBench Agentic Coding, above Sonnet 5.5	#36 Arena WebDev (1589); Anthropic says Sonnet 5.5 and Opus 5.5 remain better for complex agentic coding; prompts above 100K tokens cost five times as much	$0.10 / $0.50
MiMo-V2.6-Pro	Cheapest strong open model per task	29.9 on Intelligence Index v5 and 34.8% Terminal-Bench 4.0 at $0.26 an index task; MIT, 1.02T/42B active	Only #25 on Arena WebDev (1625), behind DeepSeek V4.1-Flash-1017 and Kimi K3	$0.435 / $0.87

Runner-up and alternatives: Claude Sonnet 5.5 is the runner-up and the value pick, leading LiveBench Coding and third on Terminal-Bench 4.0 at half Opus 5.5's token price, GPT-6 Astra is third and second on Arena's WebDev board, Kimi K3.1 Pro leads Terminal-Bench 4.0 at $2 / $10, GPT-6.1 Sol is fifth on WebDev at a fifth of Astra's token price and GPT-6.1 Terra halves Sol's price again, Claude Haiku 5.5 is the cheapest Claude for high-volume sub-agent work, and Claude Opus 5 is now superseded by a model that is both cheaper and better. Among open weights, DeepSeek V4.1-Flash-1017 leads on Intelligence Index v5 and is the highest-placed open model on Arena's WebDev board, GLM-5.3 is the strongest on Artificial Analysis's Terminal-Bench 4.0, Xiaomi's MiMo-V2.6-Pro is the cheapest per index task, and GLM 5.3 Flash is the smallest to host yourself, under plain MIT. Inside IDEs, Cursor with Claude is still the most popular pairing and Claude Code is the natural pick if you live in the terminal.

What changed this month

Claude Opus 5.5 keeps the coding crown: it leads Arena's WebDev board at 1810, ahead of GPT-6 Astra at 1773 and Claude Sonnet 5.5 at 1770, and it leads FrontierCode 2.0 at 46.4%. Since the last update Google's Gemini 4 Carbon has entered Arena's WebDev board fourth at 1768, on a preliminary rating, but only cyber defenders can use it, and Mistral published the open weights of Mistral Large 4 on October 29, which Arena places 48th. Sonnet 5.5's value case still rests on LiveBench Coding, Terminal-Bench 4.0 and its half-price tokens, because on Intelligence Index v5 Opus 5.5 at xhigh outscores Sonnet 5.5 at max for less per task.

In October, Kimi K3.1 Pro took Terminal-Bench 4.0 at 67.2% from Sonnet 5.5, Claude Haiku 5.5 arrived on October 7 at $0.10 / $0.50 as the cheapest Claude for sub-agent work, GPT-6.1 Terra arrived on October 26 at $1 / $5, Artificial Analysis added FrontierCode 2.0 with Intelligence Index v5 on October 27, and DeepSeek V4.1-Flash-1017 became the highest-placed open model on WebDev.

Category pick, November 2026

Best AI for Creativity

Grok 4.7

Fewest guardrails

→

Claude Fable 5

Highest-quality prose

→

Kimi K3.1 Pro

Fiction and voice

The best AI for unfiltered, on-trend creative work is Grok 4.7, and we want to be exact about why. This pick is about the product line, not the prose quality.

Grok carries the fewest content restrictions of any frontier model and the only native real-time X integration, which makes it the one model that will engage with edgy, topical or deliberately provocative briefs that the others decline. SpaceXAI shipped Grok 4.7 on September 21 to the Grok API, Cursor and Grok Build, and since October 3 it also powers Expert mode on grok.com, plus Fast mode for paid subscribers. It is not the best writer, though the picture is more mixed than it was.

EQ-Bench has rated Grok 4.7 and puts it ninth at 2012.2, inside its top ten and far above Grok 4.5 in 57th, but Arena's human voters put 4.7 only 87th on creative writing, behind Grok 4.6 in 57th and the older Grok 4.20-beta1 in 27th. If you are picking on output quality alone, Claude Opus 5.5 now leads Arena's creative-writing board, with Gemini 4 Argon, on Google AI Pro since October 13, second, the cyber-defender-only Gemini 4 Carbon third and Claude Fable 5 fourth, while EQ-Bench puts GPT-6 Astra first at 2176.9, Moonshot's Kimi K3.1 Pro second and Claude Fable 5.1 third. Choose Grok for what it will let you make, not for how well it writes.

Model	Best For	Strength	Weakness	Price
Grok 4.7	Unfiltered, opinionated, on-trend	Fewest content restrictions, native real-time X grounding	#87 on Arena creative writing, though #9 on EQ-Bench (2012.2)	$2 / $6 API; $30/mo Premium app (X Subscription)
Claude Fable 5	Highest-quality creative prose	#4 Arena creative writing, #1 LiveBench Language	Cautious guardrails on edgy briefs	$10 / $50 API
Kimi K3.1 Pro	Fiction and distinctive voice	#2 EQ-Bench Creative Writing at 2172.6	Not yet rated on LiveBench; open weights promised for November 4	$2 / $10
Claude Opus 5	Long-form structured creativity	Holds long threads and self-edits; 50.8 on Intelligence Index v4.3.2, not scored on v5	Most cautious of the group	$20/mo Pro; $5 / $25 API
Gemini 3.1 Pro	Multimodal creative	Strong text, image and video chain	Needs Google AI Pro in the Gemini app since October 9	AI Pro / $2.00-$4.00 API in
Grok Imagine (Spicy Mode)	NSFW / adult creative	Most permissive image generation	Niche use case	$30/mo Premium, most likely (xAI names no tier)

Runner-up and alternatives: Claude Fable 5 is the runner-up and the right pick if quality matters more than freedom, Kimi K3.1 Pro is the pick for fiction, and Claude Opus 5 is the pick for creative projects that run across many turns. For adult creative work, Grok Imagine Spicy Mode is still the only frontier-grade option.

What changed this month

Grok keeps this pick on Grok 4.7, and nothing about the product's permissiveness or its live X access changed, which is what the pick rests on. Since the last update Arena re-ranked its creative-writing board: Grok 4.7 slipped from 78th to 87th, Google's Gemini 4 Carbon, which only cyber defenders can use, entered third, and Claude Fable 5 moved down to fourth, where it keeps its podium place here as the quality pick. In October, Kimi K3.1 Pro replaced Kimi K3 on the podium as the fiction pick after EQ-Bench rated it second, Claude Opus 5.5 took the lead on Arena's creative-writing board, and on October 3 Grok 4.7 started powering Expert mode on grok.com.

Category pick, November 2026

Best AI for Accuracy & Research

Claude Fable 5.1

Highest factual accuracy

→

GPT-6.1 Sol

Best value, $1.27/task

→

Claude Opus 5.5

Best when wrong costs most

The best AI for accuracy and research is Claude Fable 5.1, which holds the highest factual accuracy Artificial Analysis has measured, 68% on AA-Omniscience.

That is the exact column this category is decided on. Claude Opus 5.5 beat Fable 5.1 on almost everything else when it arrived on September 22, including Humanity's Last Exam at 61.4% to 59.1% and the hallucination-penalised AA-Omniscience index at 48.1 to 46.3, but on raw factual accuracy it reads 66% to Fable 5.1's 68%. Read the two together: Opus 5.5 is the better bet when a wrong answer is worse than no answer, Fable 5.1 when you want the most facts right. Google's Gemini 4 Carbon now leads that index at 53.5, but it answers only 58% correctly and only cyber defenders can use it.

The value pick is GPT-6.1 Sol, which answers 62% correctly with an AA-Omniscience index of 42.0 at $2 / $10 per 1M tokens and $1.27 an index task, and scores 98.5% on ARC Prize's ARC-AGI-1 for $0.06 a task. That beats Gemini 3.1 Pro, our value pick until early October, on every accuracy measure Artificial Analysis has published for it: it read 55% raw accuracy and an index of 31.9.

Gemini 3.1 Pro keeps its case where the answer has to be current, because it grounds answers in Google Search and is in the Gemini app (Google AI Pro and above since October 9), while GPT-6.1 Sol runs in ChatGPT Work, Codex and the API rather than in ChatGPT's chat window. Gemini 4 Argon is the model to watch: Artificial Analysis measures a 4% hallucination rate, the lowest among leading models, because it declines rather than guesses, but it answers only 48% correctly; since October 13 it is in the Gemini app on Google AI Pro and above.

On grounded search specifically, Arena's search leaderboard is led by OpenAI: GPT-5.6 Sol tops it at 1261, level with Qwen3.8-Max, with Claude Fable 5.1 fifth and Gemini 3.1 Pro grounding 15th. On novel reasoning the crown sits elsewhere, with GPT-6 Astra leading ARC-AGI-2 and ARC-AGI-3. Claude Opus 5 holds no accuracy crown because Artificial Analysis measures its hallucination rate at 61%.

Model	Best For	Key Benchmark	Weakness	Price
Claude Fable 5.1	Highest measured factual accuracy	68% factual accuracy on AA-Omniscience, the highest Artificial Analysis has measured, three points above Claude Opus 5.5	No cheap tier; #5 on Arena's search leaderboard, behind GPT-5.6 Sol; Opus 5.5 leads Humanity's Last Exam and Gemini 4 Carbon the AA-Omniscience index	$10 / $50
Claude Opus 5.5	When a wrong answer is worse than none	#1 Humanity's Last Exam (61.4%) and #2 AA-Omniscience index (48.1), behind only the cyber-defender-only Gemini 4 Carbon; 66% raw accuracy	Three points behind Fable 5.1 on raw accuracy	$4 / $20
GPT-6.1 Sol	Best value	62% raw accuracy and an AA-Omniscience index of 42.0 at $1.27 an index task; 98.5% ARC-AGI-1 at $0.06 a task	52% hallucination rate; in ChatGPT Work and Codex, not in Chat	$2 / $10
Gemini 4 Argon	Fewest hallucinations	4% hallucination rate on AA-Omniscience, the lowest among leading models	Only 48% raw accuracy	$19.99/mo Google AI Pro; $2 / $10 API intro
Gemini 4 Carbon	Not yet usable	#1 AA-Omniscience index (53.5), with an 11% hallucination rate	58% raw accuracy; cyber defenders and Fairwind partners only	Announced at $2 / $10 intro
Gemini 3.1 Pro	Grounded search; Gemini app on AI Pro from Oct 9	Native Google Search grounding; 98% ARC-AGI-1 at $0.52/task	55% raw accuracy on AA-Omniscience, below GPT-6.1 Sol; #15 on Arena search	$2.00-$4.00 / $12.00-$18.00 (tiered)
Claude Fable 5	Grounded search	#10 on Arena's search leaderboard, behind GPT-5.6 Sol	No single cheap tier	$10 / $50 (Fable 5)
GPT-5.6 Sol	Novel reasoning	#4 ARC-AGI-2 at 92.5%, behind GPT-6 Astra (95%), GPT-6.1 Sol (94.2%) and Claude Opus 5.5 (93.3%)	Scheming flagged by METR	$4 / $20
Claude Opus 5	Hardest unseen problems	30.2% ARC-AGI-3 on the standard harness, second to GPT-6 Astra (ARC Prize)	Artificial Analysis measures a 61% hallucination rate	$5 / $25
Qwen 3.7 Max	Frontier accuracy at value pricing	92.4 GPQA Diamond, 200 free requests/day	API-only, no chat front-end	$1.25 / $3.75 promo; $2.50 / $7.50 list
Claude Opus 4.6	Honesty under pressure	#1 on Scale SEAL's MASK board at 96.28; Anthropic holds the top 5	Superseded as a flagship	Legacy Anthropic model

Runner-up and alternatives: Claude Opus 5.5 is the runner-up and the pick when a wrong answer costs more than no answer, GPT-6.1 Sol is the value pick at $1.27 an index task, Gemini 3.1 Pro is the pick when answers need Google Search grounding or you want it inside the Gemini app (Google AI Pro and above since October 9), Claude Opus 4.6 sweeps the honesty-under-pressure board, and Qwen 3.7 Max is the value pick at the frontier.

What changed this month

The accuracy crown stays with Claude Fable 5.1, at 68% raw factual accuracy against Claude Opus 5.5's 66%. Since the last update none of the accuracy boards has moved at the top: Artificial Analysis's AA-Omniscience still puts Fable 5.1 first on raw accuracy and Google's cyber-defender-only Gemini 4 Carbon first on the hallucination-penalised index, at 53.5, and Opus 5.5 still leads Humanity's Last Exam at 61.4%. On Arena's search leaderboard, re-read for this update, Fable 5.1 is fifth and GPT-6.1 Sol eighth, with OpenAI's GPT-5.6 Sol still first.

In October, GPT-6.1 Sol took the value card from Gemini 3.1 Pro, beating it on every accuracy measure Artificial Analysis publishes, Google announced Gemini 4 Carbon on October 28, and Gemini 4 Argon reached the Gemini app on October 13 with the lowest hallucination rate Artificial Analysis has measured among leading models.

Category pick, November 2026

Best AI for Problem Solving

GPT-6 Astra

Reasoning leader

→

Claude Opus 5

Agentic chains

→

GPT-6.1 Sol

Value pick, $2 / $10

The best AI for hard problem solving is GPT-6 Astra, which took the reasoning boards off GPT-5.6 Sol within days of launching.

It leads LiveBench Reasoning at 92.65 and ARC-AGI-2 at 95%, the highest anyone has scored against that board's 100% human panel, and sits fourth on LiveBench Mathematics at 96.81, behind Claude Opus 5.5 at 97.08, Claude Fable 5.1 at 97.01 and GPT-6.1 Sol at 96.83. It also reports 97.6% on FrontierMath Tier 4 v2, a number worth carrying with Epoch AI's disclosure that OpenAI funded the benchmark and holds exclusive access to part of it. The catch is price and reach: $10 / $50 per 1M tokens against GPT-6.1 Sol's $2 / $10, and it needs a paid ChatGPT plan.

GPT-6.1 Sol, released September 29, is the value alternative and very nearly a co-leader: 92.63 on LiveBench Reasoning, 0.02 behind Astra, and 94.2% on ARC-AGI-2, 0.8 points behind, for $0.25 a task against Astra's $1.12. Astra keeps the crown because it still leads both boards and ARC-AGI-3, where it scores 62.7% on the standard harness against GPT-6.1 Sol's 52.7%. Gemini 4 Argon leads Arena's math category, but on only a few hundred votes, and LiveBench has not rated it; ARC Prize puts it fifth on ARC-AGI-2 at 91.3% and third on ARC-AGI-3 at 49.8%. GPT-5.6 Sol, the old value pick, is now fifth on LiveBench Reasoning and fourth on ARC-AGI-2 at 92.5%.

Qwen 3.7 Max is the budget pick for competition-style problems at 97.1 on the February 2026 HMMT index and 44.5 on Apex, with 200 free model requests a day. Claude Opus 5 remains the alternative for long agentic reasoning chains, though Astra has taken ARC-AGI-3 from it as well.

Model	Best For	Key Benchmark	Weakness	Price
GPT-6 Astra	Hardest math, science and reasoning	#1 LiveBench Reasoning (92.65), #1 ARC-AGI-2 (95%), #1 ARC-AGI-3	Needs a paid ChatGPT plan; 5x GPT-6.1 Sol's price	$10 / $50
Claude Opus 5	Long agentic reasoning chains	1656 on AA-Briefcase v1.1 and 1730 on GDPval-AA v2.1; 30.2% ARC-AGI-3	Astra now leads ARC-AGI-3; 61% hallucination rate; now a legacy model	$5 / $25
GPT-5.6 Sol	Value STEM flagship	#4 ARC-AGI-2 (92.5%); #5 LiveBench Reasoning (91.65), Mathematics 96.20	FrontierMath still unpublished; scheming flagged by METR	$100/mo ChatGPT Pro; API $4 / $20
GPT-6.1 Sol	Value pick, near-Astra reasoning	#2 LiveBench Reasoning (92.63), #2 ARC-AGI-2 (94.2%), #3 LiveBench Mathematics (96.83); 54.5 on Intelligence Index v5 at $1.27 an index task	52.7% on ARC-AGI-3 against Astra's 62.7%; in ChatGPT Work and Codex, not in Chat	$2 / $10
Qwen 3.7 Max	Competition math on a budget	97.1 HMMT 2026 Feb, 44.5 Apex, 200 free requests/day	API-only	$1.25 / $3.75 promo; $2.50 / $7.50 list
Claude Fable 5	Math inside a coding workflow	#3 on Arena's math subcategory (1522), behind Gemini 4 Argon and Claude Opus 5; 96.0 LiveBench Mathematics	Priciest option here	$10 / $50
GLM 5.3 Flash	Open-weight problem solving	Intelligence Index 41.8 (v4.3.2) under MIT, almost eight points above GLM-5.2 at less than half the size; 320B/18B active, 1M context	Needs a multi-GPU server, not a workstation; 27.8 on v5; GLM 5.3 scores higher on Z.ai's own figures and is downloadable since August 28, but at more than twice the size and under a bespoke licence	Open weights (MIT)

Runner-up and alternatives: GPT-6.1 Sol is the runner-up and the value pick at $2 / $10, Claude Opus 5 is the natural pick for long-chain agentic reasoning, Qwen 3.7 Max is the budget pick, and GLM 5.3 Flash is the open-weight pick. Our dedicated guide to the best AI for math covers the task-by-task split and the free options.

What changed this month

GPT-6 Astra keeps the problem-solving crown, by less than a point. It still leads LiveBench Reasoning at 92.65, 0.02 ahead of GPT-6.1 Sol, ARC-AGI-2 at 95% against Sol's 94.2%, and ARC-AGI-3. Since the last update none of those boards has moved: LiveBench and ARC Prize have published no new results, and Google's Gemini 4 Carbon, which leads HLE-Diamond and Terminal-Bench-Science inside Intelligence Index v5, is still unrated on both and open only to cyber defenders. In October, ARC Prize scored GPT-6.1 Sol second on ARC-AGI-2 and Gemini 4 Argon fifth at 91.3%, and Argon took Arena's math category on a few hundred votes.

Category pick, November 2026

Best AI Agent

Gemini Spark

Cloud-resident

→

Claude Cowork

Desktop-resident

→

OpenAI dots

Always-on, runs on GPT-6 Astra

The best AI agent is Gemini Spark if you want the agent in the cloud and Claude Cowork if you want it on your desktop.

These are joint picks rather than a first and a second: Spark runs in a Google Cloud VM, so it keeps working while your laptop is shut, wired into Gmail, Docs and, since early September, Google Photos; Cowork runs on your Mac or Windows machine and drives your local apps and your screen. Spark is no longer the only agent that keeps working in the cloud.

SpaceXAI's Grok Bot (August 11) gives each account a persistent cloud computer that signs into your apps, from a $30/month X Subscription Premium plan; Meta's Muse (September 8) runs errands from a cloud VM of its own and is free up to 100 million tokens a week; and OpenAI dots (September 29) run on GPT-6 Astra with their own cloud computer and browser, from the $100/month Pro plan, which does not include them in the EEA, UK or Switzerland. No independent board rates these products against each other, so the choice is about where the work has to happen rather than which one scores higher.

Price is no longer a tiebreaker either: Spark now reaches the $19.99/month Google AI Pro tier in the US and more than 160 other countries, and Cowork is included at no extra charge on every paid Claude plan from $20/month. ChatGPT Codex Mobile (May 14) is the alternative for coding-agent work. Read the full Gemini Spark vs Claude Cowork comparison.

Agent	Best For	Where It Runs	Strength	Price
Gemini Spark	24/7 cloud tasks, Workspace workflows	Google Cloud VM (always-on)	Always-on, deep Workspace integration	From $19.99/mo Google AI Pro
Claude Cowork	Desktop, app-driving, design + code	Your Mac/Windows desktop	Drives local apps, sees your screen	$20/mo Claude Pro
ChatGPT Codex Mobile	Coding agent on phone	OpenAI cloud + iOS/Android	Approve diffs and redirect work from phone	Included in ChatGPT plans
Grok Bot	Browser jobs across logged-in apps	One persistent SpaceXAI cloud computer shared by all your Bots	Signs into apps with your own logins and keeps going with your laptop closed	From $30/mo X Subscription Premium (Cursor Pro at $20 for existing subscribers)
OpenAI dots	Ongoing responsibilities, not one-off tasks	OpenAI cloud computer and browser	Runs on GPT-6 Astra; keeps working with your computer off; reachable in ChatGPT, Slack and by voice	From $100/mo ChatGPT Pro (not EEA/UK/CH); Business Premium
Meta Muse	Free personal errands	A Muse Secure VM in Meta's cloud	Free up to 100M tokens a week; a separate Sentinel agent approves what it sends out	Free; $20/mo Power, $100/mo Maximum
Claude Duet	Proactive daily briefings and errands	Its own cloud VM and browser, on iOS, Android and claude.ai	Checks your connected apps every few hours and works with your devices off; asks before it sends, pays, signs or deletes	Research preview, US Claude Pro and Max, waitlist

Runner-up and alternatives: Gemini Spark and Claude Cowork are joint picks split by where the agent runs, not a first and a second. OpenAI dots are the pick if you already pay for ChatGPT Pro and want an agent on OpenAI's flagship, Grok Bot is the pick for browser jobs across your logged-in apps, from a $30/month X Subscription Premium plan, Meta's Muse is the one to try for free, and ChatGPT Codex Mobile is the pick for coding agents. Google AI Ultra at $99.99 or $199.99 a month now buys Spark higher usage limits rather than access, which starts on the $19.99 Pro tier.

What changed this month

Gemini Spark (cloud) and Claude Cowork (desktop) remain joint picks, because this category crowns products, and no new agent product has shipped since the last update. The model layer barely moved: Claude Opus 5.5 still tops Arena's Agent Arena, now at 22.3% confirmed success, with Google's cyber-defender-only Gemini 4 Carbon second on a preliminary rating, Claude Sonnet 5.5 still leads AA-Briefcase v1.1 at 1814, and on GDPval-AA v2.1 Moonshot's Kimi K3.1 Pro has moved into second at 1858, behind Opus 5.5 at 1866 and a point ahead of Meta's Muse Wonder Full. In October, Anthropic's Claude Duet (October 21), a waitlisted research preview for US Pro and Max subscribers, joined the table rather than the podium, and Gemini 4 Argon reached the paid API and the Gemini app on Google AI Pro on October 13.

Among open models on the Agent Arena, Xiaomi's MiMo-V2.6-Pro is now the highest at 17th, a statistical tie with DeepSeek V4.1-Flash-1017 at 18th, while Kimi K3 has slipped to 27th and Mistral's newly open Mistral Large 4 sits 43rd. In October, OpenAI began rolling out texting for dots, by iMessage or RCS, to Pro subscribers in the US on October 28.

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Use case guide, November 2026

Best AI for Students

GPT-6 Luna

Essays & research

→

Gemini 3.6 Flash

STEM + PDFs

→

Claude Sonnet 5.5

Writing & editing

The best AI for students is GPT-6 Luna inside ChatGPT for general coursework and Gemini 3.6 Flash for STEM and multimodal study, with Qwen 3.7 Max as the API alternative for harder problem sets (200 free requests a day) and Claude Sonnet 5.5 as the free alternative for essay editing.

Most students don't need to pay. Since October 8, ChatGPT Free and Go have been moving from GPT-5.6 Luna to GPT-6 Luna, which Artificial Analysis scored 38.1 on Intelligence Index v4.3.2 against 37.3; the free plan has unlimited text chats, while file uploads and image tools stay capped. Claude Sonnet 5.5 is free on claude.ai, where free accounts can also pick Claude Haiku 5.5 (October 7), the Claude model that uses the least of your usage limit.

Gemini changed on October 9: the free Gemini app now runs on Auto, which sends most prompts to Flash-Lite, so choosing Gemini 3.6 Flash yourself needs Google AI Plus, though it stays free in Google AI Studio. For step-by-step working on the hardest math, GPT-6 Astra reports 97.6% on FrontierMath Tier 4 v2 but is not on ChatGPT's free tier; Qwen 3.7 Max is the value alternative at 97.1 HMMT 2026 February with API pricing at $1.25 / $3.75 on its current 50% promo ($2.50 / $7.50 list).

Task	Best Model	Why	Free?	Alternative
Essays & coursework	GPT-6 Luna	ChatGPT's Free and Go model, rolling out since October 8; unlimited text chats	Yes	Claude Sonnet 5.5 (free Claude)
STEM problem-solving	GPT-6 Sol / Qwen 3.7 Max	ChatGPT's paid default; Astra reports 97.6% FrontierMath Tier 4 v2 / 97.1 HMMT 2026 Feb	Plus paid / Qwen API paid	Gemini 3.6 Flash (AI Plus since Oct 9)
Research & accuracy	Gemini 3.1 Pro	98% ARC-AGI-1 at $0.52/task, native Google Search grounding	AI Pro (Gemini app) since Oct 9	Claude Opus 5
Writing editing	Claude Sonnet 5.5	Free on claude.ai since September 28 and fifth among distinct models on Intelligence Index v5 at max effort; Claude Fable 5.1 is the quality leader	Yes (Claude free)	Claude Fable 5.1
Multimodal study (PDFs, slides, images)	Gemini 3.6 Flash	1M context via AI Studio; Gemini app needs AI Plus since Oct 9	Free in AI Studio	NotebookLM (Google)

Runner-up and alternatives: Claude Sonnet 5.5 (free) is the runner-up for essay writing and editing. Gemini 3.6 Flash (free in Google AI Studio, Google AI Plus in the Gemini app) is the runner-up for multimodal study and PDF ingestion. DeepSeek V4 is the runner-up for problem-solving on a strict zero-cost budget.

What changed this month

Nothing changed for students since the last update. ChatGPT Free and Go run GPT-6 Luna, which OpenAI tuned on October 29 to give shorter answers with less flattery, Claude Sonnet 5.5 is still free on claude.ai, and the free Gemini app still runs on Auto, so picking Gemini 3.6 Flash in the app needs Google AI Plus.

In October, ChatGPT's free model moved from GPT-5.6 Luna to GPT-6 Luna from October 8, so GPT-6 Luna took the essays row, the free Gemini app moved to Auto on October 9, Anthropic released Claude Haiku 5.5 on October 7, which free Claude accounts can pick, and Gemini 4 Argon arrived on October 13 with Google AI Pro, so US students on Google's free year of AI Pro get it.

Use case guide, November 2026

Best AI for Work & Professionals

GPT-6

Daily knowledge work

→

Claude Opus 5.5

Coding & writing

→

Gemini 3.1 Pro

Research & briefings

The best AI for professional work is GPT-6 (ChatGPT's default since October 7, Sol on paid plans) for daily knowledge work, Claude Opus 5.5 for coding and high-stakes writing, and Gemini Spark for 24/7 agentic workflows.

Most professionals get the most out of running two paid subscriptions (ChatGPT Plus at $20/month plus Claude Pro at $20/month, total $40/month). Or keep one bill: Fello AI covers ChatGPT, Claude and Gemini for everyday work. For agentic work that runs while you sleep, Gemini Spark is the always-on cloud agent that lives inside Google Workspace, and since July 30 it reaches the $19.99/month Google AI Pro tier as well as Google AI Ultra; OpenAI dots, Grok Bot and Meta's Muse are the alternatives, covered in the agents section above.

Use Case	Best Model	Key Stat	Price	Alternative
Daily knowledge work	GPT-6	ChatGPT's default since October 7; GPT-6 Sol on Plus	$20/mo ChatGPT Plus	Claude Opus 5.5
Legal, finance & tax research	Gemini 4 Argon	#1 HLAB 1.1 (27.1%), Harvey's legal-agent test inside the Vals Index; #2 Finance Agent v2.1 (67.7%); #1 AutomationBench-AA (77.5%) among models you can use	$19.99/mo Google AI Pro	Claude Opus 5.5
ChatGPT Work & Codex	GPT-6.1 Sol	In ChatGPT Work and Codex for Plus, Pro, Business, Enterprise and Edu since September 29, at $2 / $10 in the API	$20/mo ChatGPT Plus	GPT-6 Luna for volume work
Coding (proprietary)	Claude Opus 5.5	#1 Arena WebDev (1810) and #1 FrontierCode 2.0 (46.4%), at $4 / $20	$20/mo Claude Pro	Claude Sonnet 5.5, which leads LiveBench Coding at half the token price
Coding (cost-effective)	Claude Sonnet 5.5	#1 LiveBench Coding (91.4) and #3 Terminal-Bench 4.0 (63.6%); $1.64 an index task at high effort	$2 / $10	Kimi K3.1 Pro; DeepSeek V4.1-Flash-1017
Research & briefings	Gemini 3.1 Pro	98% ARC-AGI-1 at $0.52/task, Google grounding	Google AI Pro / Ultra	Claude Opus 5.5
Hard math, physics, finance modelling	GPT-6 Astra	#1 LiveBench Reasoning and ARC-AGI-2 (95%); reports 97.6% FrontierMath Tier 4 v2	$100/mo ChatGPT Pro	GPT-6.1 Sol; Qwen 3.7 Max
Always-on agent workflows	Gemini Spark	Always-on cloud agent inside Google Workspace	From $19.99/mo Google AI Pro	Claude Cowork
Live news, X-context creative	Grok 4.7	35.0 on Intelligence Index v5 + native X grounding; in the Grok app since October 3	$30/mo Premium (X Subscription)	Gemini 3.1 Pro
All-in-one consolidation	Fello AI	ChatGPT + Claude + Gemini + Grok + DeepSeek	From $11.99/mo	Pay each vendor separately

Runner-up and alternatives: for most professional teams, Claude Opus 5.5 is the runner-up to GPT-6 for daily work and the coding leader at $4 / $20, with Claude Sonnet 5.5 the cheaper coding pick that leads LiveBench Coding and GPT-6 Astra second on Arena's WebDev board. Gemini 3.1 Pro is the runner-up for research-heavy roles, and Gemini Spark is the pick if you can put a cloud agent to work on long tasks inside Google Workspace, with OpenAI dots the alternative for ChatGPT Pro subscribers.

What changed this month

The daily knowledge work row stays with GPT-6, ChatGPT's default since October 7, and no row changed hands since the last update: Gemini 4 Argon keeps the legal, finance and tax row, with only the not-yet-public Gemini 4 Carbon above it on AutomationBench-AA, and Claude Opus 5.5 keeps the proprietary coding row, now at 1810 on Arena WebDev. In October, Vals re-ran its index on October 27 with Claude Sonnet 5.5 first and Carbon second, Argon took the new legal, finance and tax row on October 13 on HLAB 1.1 and Finance Agent v2.1, Kimi K3.1 Pro took Terminal-Bench 4.0 from Sonnet 5.5, and the coding rows moved to FrontierCode 2.0 from Intelligence Index v5.

Pricing Comparison

AI Model Pricing in November 2026

From $0 free tiers to $199.99/month Google AI Ultra. The price that matters most on this table is Claude Opus 5.5 at $4 / $20: the highest-scoring model you can use on Artificial Analysis's Intelligence Index v5 costs less than the Claude Opus 5 it replaced ($5 / $25), and cache reads fall 60% to $0.20. Claude Fable 5.1 and GPT-6 Astra both list at $10 / $50 and both score below it. Google's Gemini 4 Carbon scores a point higher at an announced $2 / $10 introductory rate, but so far only cyber defenders can use it.

The busiest rate is now $2 / $10, shared by Claude Sonnet 5.5, GPT-6 Sol, GPT-6.1 Sol and Moonshot's Kimi K3.1 Pro, which scores 46.0 at $3.68 an index task. GPT-6.1 Sol is still the cheapest route past 50 on the index, at $0.59 an index task for 50.2 at high effort, or $1.27 for 54.5 at max, and OpenAI's GPT-6.1 Terra (October 26) halves the token price to $1 / $5 for 51.0 at $0.96. With Sonnet 5.5 the effort setting decides the bill: an index task costs $1.64 at high effort and $10.02 at max, level with Opus 5.5's $10.04, and Anthropic halved its cache reads to $0.10 on October 7. Google's Gemini 4 Argon also starts at an introductory $2 / $10 ($4 / $20 standard), until November 30, and since October 13 anyone on the paid API can buy it.

Token price and task cost can drift apart. Grok 4.7 lists at $2 / $6, yet an index task costs $6.18 for a score of 35.0, because it writes so much output. Mistral Large 4, whose weights Mistral published on October 29, now lists at $0.70 / $2.10, half its preview rate, and an index task costs $2.06 for a score of 26.0. Meta's Muse Spark 1.3 at $1.25 / $4.25 was the frontier value pick on v4.3.2, at $1.60 an index task for 48.1, and Artificial Analysis has not yet scored it on v5.

At the cheap end, GPT-6 Luna is the cheapest model per task on this page: $0.10 / $0.50, or $0.15 an index task for 27.8 at max effort. Claude Haiku 5.5 (October 7) matches that token price on prompts up to 100,000 tokens and scores 36.2 to Luna's 27.8, but it writes so much more that an index task costs $0.41 at max effort, or $0.25 for 34.3 at xhigh; above 100,000 tokens it rises to $0.50 / $2.50. Among open models sold by the token, DeepSeek V4.1-Flash-1017, the build DeepSeek's API has served since October 17, is the pick at $0.15 / $0.60 off-peak and $0.30 / $1.20 at peak ($0.60 an index task for 32.5, the highest open score on v5), while GLM 5.3 Flash at $0.15 / $0.50 now scores 27.8 on v5, at $0.58 an index task. Xiaomi's MiMo-V2.6-Pro is cheaper per task at $0.26 for 29.9, but only if you host its 1.02 trillion parameters yourself. For a deeper breakdown see our full AI Pricing Comparison Guide.

Model	Input (per 1M)	Output (per 1M)	Context	Free Access?
GPT-6 Astra	$10.00	$50.00	1,050,000 (922,000 max input)	In Chat on Pro, Business and Enterprise since September 4; Plus gets it in ChatGPT Work and Codex rather than Chat; no free tier; live in the API
GPT-6 Sol	$2.00	$10.00	1,050,000 (922,000 max input)	ChatGPT Chat on Plus, Pro, Business and Enterprise since October 7; Work & Codex; API
GPT-6.1 Sol	$2.00	$10.00	1,050,000 (922,000 max input)	ChatGPT Work & Codex on Plus, Pro, Business, Enterprise and Edu since September 29; API; not in Chat; cache reads $0.10
GPT-6.1 Terra	$1.00	$5.00	1,050,000 (922,000 max input)	ChatGPT Work & Codex on Plus, Pro, Business, Enterprise and Edu since October 26; API; not in Chat; cache reads $0.05
GPT-6 Luna	$0.10	$0.50	1,050,000 (922,000 max input)	ChatGPT Chat on Free and Go, rolling out since October 8; Work & Codex on paid plans; API
GPT-5.5	$5.00	$30.00	1M (400K in Codex)	ChatGPT Free; API paid
GPT-5.5 Pro	$30.00	$180.00	1M	ChatGPT Pro from $100/mo ($200 and $500 higher-usage tiers)
GPT-5.6 Sol	$4.00	$20.00	Not published	Live in ChatGPT, Codex & API (July 9); promotional rate through at least November 21, 2026
GPT-5.6 Terra	$2.00	$12.00	Not published	Live in ChatGPT, Codex & API (July 9)
GPT-5.6 Luna	$0.20	$1.20	Not published	Live in ChatGPT, Codex & API (July 9)
Claude Opus 5.5	$4.00	$20.00	1M	Claude Pro/Max/Team; API paid; cache reads $0.20
Claude Opus 5	$5.00	$25.00	1M	Legacy model at Anthropic; Pro/Max/API
Claude Opus 4.8	$5.00	$25.00	1M	Legacy model at Anthropic; Pro/Max/API
Claude Fable 5.1	$10.00	$50.00	1M	Cache reads $0.25; in Max/Team Premium (~50% of usage limits); Pro/Team Standard via credits. Mythos 5.1 bills identically, by invitation only
Claude Fable 5	$10.00	$50.00	1M	Permanent in Max/Team Premium (~50% of usage limits); Pro/Team Standard via credits
Claude Sonnet 5.5	$2.00	$10.00	1M	Free on claude.ai; Pro/Max/Team; API paid; cache reads $0.10 since October 7
Claude Sonnet 5	$2.00	$10.00	1M	Legacy model since September 28; the fallback for flagged cyber requests; API paid
Claude Sonnet 4.6	$3.00	$15.00	1M	API paid (superseded by Sonnet 5)
Claude Haiku 5.5	$0.10 (≤100K) / $0.50 (>100K)	$0.50 (≤100K) / $2.50 (>100K)	1M	Free, Pro, Max, Team and Enterprise on Claude.ai (web, iOS, Android); API paid; cache reads $0.01
Gemini 3.1 Pro	$2.00 (≤200K) / $4.00 (>200K)	$12.00 (≤200K) / $18.00 (>200K)	1M	Gemini app on Google AI Pro and above since Oct 9; API paid
Gemini 4 Argon	$2.00 intro to Nov 30 / $4.00 standard ($0.10 cached, intro)	$10.00 intro / $20.00 standard	1M, shared by input and output	Paid API since October 13; Gemini app on Google AI Pro and Ultra
Gemini 4 Carbon	$2.00 intro / $4.00 later (announced)	$10.00 intro / $20.00 later	Not published	Announced October 28; cyber defenders and Fairwind partners only, no date for the public API or the Gemini app
Gemini 3.8 Flash	$0.75 intro / $1.50 from Jan 1, 2027	$3.75 intro / $7.50 from Jan 1, 2027	1M	AI Studio, Antigravity, Gemini Enterprise + paid API; in the Gemini app reported for AI Pro/Ultra
Gemini 3.7 Flash	$0.75 intro / $1.50 from Jan 1, 2027	$3.75 intro / $7.50 from Jan 1, 2027	1M	AI Studio, Android Studio, Antigravity + paid API; in the Gemini app via Spark only (AI Pro/Ultra, excludes EEA/UK/CH/Nigeria)
Gemini 3.6 Flash	$0.75 intro / $1.50 from Jan 1, 2027	$3.75 intro / $7.50 from Jan 1, 2027	1M	Gemini app on AI Plus and above since Oct 9; AI Studio; free API tier + paid API
Gemini 3.5 Flash-Lite	$0.30	$2.50	1M	AI Studio; free API tier + paid API
Qwen3.8-Max-0902	$2.00 ($0.17 explicit cache hit, $0.25 implicit)	$6.00	1M (128K output)	QwenCloud API only; no consumer chat front-end; open weights only as the text-only Qwen3.8-2.4T-A95B it is built on
Qwen 3.7 Max	$1.25 promo / $2.50 list	$3.75 promo / $7.50 list	1M	200 free requests/day; API paid beyond that
MiniMax M3	$0.30 (50% off $0.60)	$1.20 (≤512K)	1M	Open weights; hosting costs apply
LongCat-2.0	Provider-dependent	Provider-dependent	1M	Open weights (MIT); hosting costs apply
NVIDIA Nemotron 3 Ultra	Provider-dependent	Provider-dependent	1M	Open weights (OpenMDW); hosting costs apply
Qwen 3.5 (open-weight)	Self-host / Together	Self-host / Together	1M	Open weights; hosting costs apply
Nex-N2-Pro	Self-host / providers	Self-host / providers	1M	Open weights (Apache 2.0); hosting costs apply
Rio 3.5 Open 397B	Self-host / providers	Self-host / providers	1M	Open weights (MIT); hosting costs apply
Grok 4.3	$1.25	$2.50	1M	Free consumer plan; API paid
Grok 4.6	$2.00 (<200K) / $4.00 (≥200K)	$6.00 (<200K) / $12.00 (≥200K)	500K	SpaceXAI API, Cursor, Grok Build, OpenRouter, Vercel, Cloudflare
Grok 4.7	$2.00 (<200K) / $4.00 (≥200K)	$6.00 (<200K) / $12.00 (≥200K)	500K	SpaceXAI API, Cursor, Grok Build, harnesses and cloud routers; Grok app Expert mode since October 3
Muse Spark 1.3	$1.25 ($0.10 Contributor tier)	$4.25 ($0.20 Contributor tier)	1M	Paid API; Muse Code, Meta Model API and OpenRouter; Contributor tier trades training rights for a ~92% discount
Muse Wonder	$4.00	$20.00	1M	Paid API; Meta Model API, Muse Code and OpenRouter; Muse Wonder Full is only in Muse Code, on the $50 and $200 plans
Kimi K3	$3.00 ($0.30 cache-hit)	$15.00	1M	Free basic tier in the Kimi app; open weights on Hugging Face (Kimi K3 License)
Kimi K3.1 Pro	$2.00 ($0.20 cache-hit)	$10.00	1M	Kimi.com, Kimi apps, Kimi Work, Kimi Code and the Kimi API since October 23; open weights promised by November 4; Highspeed variant at twice the price
Mistral Large 4	$0.70 ($0.07 cached)	$2.10	1M	Mistral API, Mistral Studio, OpenRouter and Microsoft Foundry; open weights on Hugging Face since October 29 under the Mistral Ecosystem Open-Weight License (modified MIT)
Gemini Omni Flash (video)	$1.50	$17.50 (video output)	10-second clips	Gemini app / Flow; AI Studio + API
DeepSeek V4-Pro	$0.66 off-peak / $1.32 peak ($0.022 cache-hit off-peak)	$1.98 off-peak / $3.96 peak	1M	DeepSeek Chat free; API paid, peak/off-peak tiers since August 16
DeepSeek V4.1-Flash-1017	$0.15 off-peak / $0.30 peak ($0.003 cache-hit off-peak)	$0.60 off-peak / $1.20 peak	1M	DeepSeek Chat free; API paid, peak/off-peak tiers; 1017 build since October 17 at the same prices
Kimi K2.7 Code	Provider-dependent	Provider-dependent	256K	Open weights; hosting costs apply
GLM-5.2	Provider-dependent	Provider-dependent	1M	Open weights; hosting costs apply
GLM 5.3	$1.40 ($0.26 cache-hit)	$4.40	1M	Z.ai API, GLM Coding Plan and ZCode; weights on Hugging Face since August 28 under the bespoke GLM 5.3 License
GLM 5.3 Flash	$0.15 ($0.03 cache-hit)	$0.50	1M	Z.ai API, GLM Coding Plan, OpenRouter; MIT weights on Hugging Face; the launch promotion ended September 9
Tencent Hy4 Preview	$0.834 ($0.042 cache-hit)	$2.501	1M+	Open weights (Apache 2.0); Tencent Cloud TokenHub, OpenRouter, WorkBuddy, CodeBuddy
Qwen3.8-Flash-Next	Provider-dependent	Provider-dependent	262K (to 1M)	Open weights (Qwen Community License 1.0); hosting costs apply
MiMo-V2.6-Pro	$0.435	$0.87	1M	Open weights (MIT); hosting costs apply
ERNIE 5.1	China-region pricing	China-region pricing	256K	Baidu free tier
Gemini Spark (agent)	Not API-priced	Not API-priced	1M (Gemini base)	Google AI Pro $19.99, AI Ultra $99.99 or $199.99/mo
Fello AI (aggregator)	Routed via app	Routed via app	Model-dependent	From $11.99/mo, free tier available

The GPT-5.5 and GPT-5.5 Pro rates above are short-context prices; OpenAI no longer publishes the specific long-context figures. The GPT-5.6 tiers are billed at 2x input and 1.5x output once a prompt passes 272K input tokens, which puts long-context Terra at $4 / $18 and Luna at $0.40 / $1.80. The GPT-6 tiers carry the same surcharge past 272K input tokens, applied to the whole request, and their cached input reads are 90% off: $1.00 for Astra, $0.20 for GPT-6 Sol and $0.01 for Luna, with GPT-6.1 Sol at 95% off, $0.10.

Grok 4.6 works the same way but bites harder: at 200,000 prompt tokens and above, SpaceXAI re-bills the entire request at the higher rate rather than only the overage, so crossing the line by a thousand tokens doubles the cost of the whole call. DeepSeek is the other rate card that needs reading twice: since August 16 both V4 models bill at peak rates from 01:00 to 04:00 and from 06:00 to 10:00 UTC on weekdays, and at exactly half that in every other hour, so the same job can cost twice as much depending on when you run it.

The cheapest way through this table is often one subscription instead of three. Fello AI puts GPT, Claude, Gemini, Grok, Perplexity and more in a single app for Mac, iPhone and iPad, from $11.99 a month in most countries.

Open-Weight Models

Best Open-Weight Models in November 2026

The best open-weight model in November 2026 is DeepSeek's V4.1-Flash-1017, released on October 17 under MIT: 552 billion parameters, with 8 billion active at prefill and 16 billion at decode, and a 1M-token context. Artificial Analysis scores it 32.5 on its new Intelligence Index v5, the highest score of any model with published weights, ahead of GLM-5.3 at 31.7 and Xiaomi's MiMo-V2.6-Pro at 29.9, and it is also the highest-placed open model on Arena's WebDev board, 16th, and 18th on the Agent Arena, one place behind Xiaomi's MiMo-V2.6-Pro. It costs $0.15 / $0.60 per 1M tokens off-peak, or $0.60 an index task.

Two other open models still lead somewhere. Xiaomi's MiMo-V2.6-Pro, published on September 21 under plain MIT, is the cheapest strong open model per task at $0.26 and the highest-placed open model on the Agent Arena, and it led this ranking until Intelligence Index v5 re-scaled the board on October 27. GLM-5.3 is the strongest open model on Terminal-Bench 4.0 at 41.9%, though on a bespoke Z.ai licence rather than MIT.

Two October releases sit just outside this ranking. Moonshot's Kimi K3.1 Pro (October 23) scores 46.0, 13.5 points above DeepSeek V4.1-Flash-1017, but Moonshot has only promised its weights for November 4, so until they are on Hugging Face it is a closed model. MiniMax-M3.1-Flash, whose weights are on Hugging Face under MiniMax's community licence, scores 28.9 from 428B total and 23B active parameters at $0.49 an index task, a little cheaper per task than DeepSeek V4.1-Flash-1017 but 3.6 points lower.

For teams running their own weights, the practical pick is still GLM 5.3 Flash (Z.ai, MIT): 27.8 on v5, or 41.8 on v4.3.2, from 320B total and 18B active. It is a separate model on a newly trained base, not a trimmed GLM 5.3, which is why it ships under MIT. A 1.02-trillion-parameter model is not a workstation proposition, and the K3 download alone is about 1.56 TB. DeepSeek-V4.1-Flash-1017 replaced the September V4.1-Flash build on October 17 at unchanged prices: MIT, natively multimodal, and $0.15 / $0.60 off-peak.

Four more are worth watching. Mistral Large 4, whose weights Mistral published on October 29 under its own modified-MIT licence, is the highest-scoring open model from the US or Europe, at 26.0 on v5 for $2.06 an index task, but that is only seventh among open models, and a business that sells it as a hosted service needs a separate commercial licence from Mistral. Alibaba's Qwen3.8-Flash-Next, 125B with only 6B active, previews the Qwen4 architecture and scored 39.8 on v4.3.2. Tencent's Hy4 Preview, 770B total and 49B active under Apache 2.0, has no Artificial Analysis rating but sits 23rd on Arena WebDev. Meta's Muse Spark Open, released October 15 at 816B total and 42B active, scores 24.7 on v5 under Meta's own Muse Model License rather than an open-source licence.

Model	Best For	Key Benchmark	Context / License	Where To Run
DeepSeek V4.1-Flash-1017	Best open model, and the best open value sold by the token	II 32.5 (v5.0), the highest open score, at $0.60 an index task; top open model on Arena WebDev, #18 on the Agent Arena; 552B, 8B active at prefill and 16B at decode	1M / MIT	DeepSeek API ($0.15/$0.60 off-peak, $0.30/$1.20 peak), local
Kimi K3	Largest open model on this page	II 43.6 (v4.3.2); #18 Arena WebDev and #27 Agent Arena; 2.8T/104B active	1M / Kimi K3 License	Hugging Face (96 shards, 1.56 TB), Moonshot API, providers
GLM 5.3 Flash	Best open model most teams can actually run	II 27.8 (v5.0) at $0.58 an index task, 41.8 on v4.3.2, the smallest of the leading open models; 320B/18B active, natively multimodal	1M / MIT	Hugging Face, Z.ai API ($0.15/$0.50), OpenRouter
GLM-5.2	Fallback with an independent track record	II 33.7 (v4.3.2); #33 Arena WebDev (1606), #25 Agent Arena; 744B/40B active	1M / MIT	Z.ai, Hugging Face, OpenRouter
GLM 5.3	Open since August 28, but on a bespoke licence	II 31.7 (v5.0), second among open models; same 744B base as GLM-5.2, post-trained only, published checkpoint counted at 753B; CyberGym 84.5% and Terminal-Bench 3.0 28.3 (vendor figures)	1M / GLM 5.3 License (MaaS above $10B revenue needs a Z.ai security review)	Hugging Face, Z.ai API ($1.40/$4.40), GLM Coding Plan, ZCode
MiMo-V2.6-Pro	Cheapest strong open model per task	II 29.9 (v5.0), third among open models, at $0.26 an index task; 34.8% Terminal-Bench 4.0; GDPval-AA v2.1 1689; #17 Agent Arena, the top open model there; 1.02T/42B active	1M / MIT	Hugging Face (XiaomiMiMo), providers, self-host
MiniMax-M3.1-Flash	Cheap open coder and agent	II 28.9 (v5.0) at $0.49 an index task; 428B/23B active, text, image and video input; #38 Arena WebDev (1582)	1M / MiniMax Community License	Hugging Face, MiniMax, self-host
Mistral Large 4	Highest-scoring open model from the US or Europe	II 26.0 (v5.0) at $2.06 an index task, seventh among open models; about 1T total and 49B active, natively multimodal; #48 Arena WebDev (1544)	1M / Mistral Ecosystem Open-Weight License (modified MIT)	Hugging Face, Mistral API ($0.70/$2.10), OpenRouter, Microsoft Foundry
Tencent Hy4 Preview	Largest permissively licensed model yet	770B/49B active; 2.99/4.00 on Tencent's own 203-task expert panel vs Kimi K3 2.94 and GLM 5.3 2.92 (vendor); no Artificial Analysis rating; #23 Arena WebDev (1631), #26 Agent Arena	1M+ / Apache 2.0	Hugging Face (BF16 and FP8), Tencent Cloud TokenHub, OpenRouter
Qwen3.8-Flash-Next	Preview of the Qwen4 architecture	125B total plus a 51B N-gram embedding, 6B active; 91.7 GPQA Diamond and 62.5 SWE-Bench Pro (vendor); II 39.8 (v4.3.2); #24 Arena WebDev (1628)	262K to 1M / Qwen Community License 1.0	Hugging Face, providers, self-host
LongCat-2.0	Frontier open coder trained on Chinese chips	II 33 (v4.1); 59.5% SWE-Bench Pro (vendor), 1.6T/~48B active	1M / MIT	Hugging Face, GitHub, OpenRouter
MiniMax M3	Cheap long-context multimodal	II 18.7 (v5.0; 29.2 on v4.3.2), 59% SWE-Bench Pro, multimodal	1M / MiniMax Community License	Hugging Face, API $0.30/1M (50% off)
Nex-N2-Pro	Strongest open coding score	II 41 (v4.1); 80.8 SWE-Bench Verified, 397B/17B active	Qwen-based / Apache 2.0	Hugging Face, providers, self-host
Kimi K2.7 Code	Strongest commercially-licensed open coder	+21.8% on Kimi Code Bench v2 vs K2.6 (vendor); 1T/32B active	256K / Modified MIT	Hugging Face, DeepInfra, providers
DeepSeek V4-Pro	Agentic real-world work	II 44 (v4.1), 1.6T/49B active	1M / MIT	DeepSeek API ($0.66/$1.98 off-peak, $1.32/$3.96 peak since August 16), local
Hy3	Newest permissive-licence entrant	II 41 (v4.1); #64 on Arena WebDev (1505)	Apache 2.0	Hugging Face, providers, self-host
Inkling	Thinking Machines' first open model	II 41 (v4.1), agentic 32.3, released July 15	Open weights	Hugging Face, providers, self-host
Inkling Small	Same family at a quarter the size	II 40 (v4.1), agentic 30.8; 276B/12B active, text, image and audio in	Apache 2.0	Hugging Face (BF16 and NVFP4), providers, self-host
NVIDIA Nemotron 3 Ultra	NVIDIA-tuned, fully permissive license	II 38 (v4.1), 65-70.4 SWE-Bench Verified, 550B/55B active	1M / OpenMDW	OpenRouter, Hugging Face, AWS (8x B200 self-host)
Qwen 3.5 (397B / 17B active)	Multimodal, fast decode	88.4 GPQA, 91.3 AIME 2026, 83.6 LiveCodeBench v6	1M / open	Together, OpenRouter, local
Qwen3.6-35B-A3B	Efficient open agentic coder (3B active)	86.0 GPQA Diamond, 92.7 AIME 2026, 35B/3B active	262K (to 1M YaRN) / Apache 2.0	Hugging Face, OpenRouter, local
Qwen3.6-27B	Laptop-runnable dense coder	87.8 GPQA Diamond, dense 27B, multimodal	256K / Apache 2.0	Local Mac/PC, Hugging Face, OpenRouter
Rio 3.5 Open 397B	Qwen 3.5 fine-tune, multilingual reasoning	70.8 Terminal-Bench 2.1 (first-party), beats Qwen 3.7 Plus on 4/5	397B/17B active / MIT	Hugging Face, providers, self-host
Llama 4 Maverick	Meta-line flagship	17B active / 400B total params	Llama 4 license	Meta cloud, Hugging Face, local
NVIDIA Nemotron 3 Nano Omni	Edge / low-power	Multimodal, very small footprint	Compact / open	Local, NVIDIA tool

Licensing matters as much as raw score here, and August widened the gap between the two groups. Kimi K2.7 (Modified MIT), DeepSeek V4 (MIT), GLM 5.3 Flash (MIT), MiMo-V2.6-Pro (MIT), GLM-5.2 (MIT), LongCat-2.0 (MIT), Hy3 (Apache 2.0), Hy4 Preview (Apache 2.0), Nex-N2-Pro (Apache 2.0) and Nemotron 3 Ultra (OpenMDW) all clearly allow commercial use with no revenue test.

The rest carry conditions worth reading before you build on them: MiniMax M3, MiniMax-M3.1-Flash and MiniMax H3 ship under their own community licences, H3 additionally requiring an application from the US, EU, UK and South Korea; Mistral Large 4's modified MIT licence requires a separate commercial licence from Mistral for anyone selling it as a hosted service, though internal use is exempt; Kimi K3 sits on a custom licence with a revenue threshold for anyone reselling it as a service; GLM 5.3 requires a Z.ai security review of any model-as-a-service operator above $10 billion in revenue; and the Qwen Community License 1.0 on Qwen3.8-Flash-Next requires a separate licence from Qwen to run a model-as-a-service or an AI work-assistant business, though internal use is exempt. No open model is first on any Arena board we track any more: Claude Opus 5 took the Agent board in July, the last one an open model led.

How We Evaluate

Benchmarks, Prices, and Hands-On Use

Every ranking on this page combines three inputs: public benchmarks from seven independent houses (Artificial Analysis, Arena formerly LMArena, Scale SEAL, LiveBench, EQ-Bench, ARC Prize and the official Terminal-Bench 4.0 board, covering the Intelligence Index, GPQA Diamond, ARC-AGI-1 through 3, Humanity's Last Exam, GDPval-AA, FrontierMath, HMMT, MCP Atlas, SWE Atlas and the Remote Labor Index), published API and subscription pricing from each vendor's official pricing page, and hands-on use by the FelloAI editorial team running real prompts across the same task on every model. We re-fetch official pricing and benchmark sources before every monthly update.

Benchmarks are weighted to the use case: SWE-bench and Terminal-Bench drive coding, GPQA Diamond and ARC-AGI-2 drive accuracy, GDPval-AA (Artificial Analysis's professional-deliverables benchmark) informs professional-task quality while writing style is judged primarily by hands-on testing, FrontierMath and HMMT drive problem-solving. We disclose when a benchmark is vendor-reported but not independently verified, and we strip any claim we cannot reproduce against a live source. We rank on measured scores: a category crown moves as soon as a model out-scores the holder on the boards that define that category, without waiting for the vote-based boards to catch up, and a model that is not yet widely available is flagged on its card rather than denied one. We re-check ranks as well as figures, because a score can stay correct while the board around it moves. When a model goes through a major upgrade between updates, we re-rank the category and add a "What changed this month" line at the bottom of the deep-dive.

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Frequently Asked Questions

Common Questions

What is the best AI model right now in November 2026?

It depends on the task. On overall benchmark score, Claude Opus 5.5 (September 22) is the highest-scoring model you can use on Artificial Analysis's Intelligence Index v5, at 58.4, ahead of GPT-6 Astra at 56.9; Google's Gemini 4 Carbon (October 28) scores 59.4, but only cyber defenders can use it. Opus 5.5 also holds coding, Claude Fable 5.1 holds writing and accuracy, GPT-6 Astra leads hard reasoning, ChatGPT Images 2.5 leads images and MiniMax H3 leads video. For daily chat, GPT-6 has been ChatGPT's default since October 7 and is the assistant most people can actually open. Among open weights, DeepSeek V4.1-Flash-1017 leads at 32.5 under MIT.

Is GPT-6 out, and is it the best model now?

Yes, it is out, but it is not the best. OpenAI launched GPT-6 Astra on September 3, 2026 and GPT-6 Sol and GPT-6 Luna on September 22, and since October 7 GPT-6 is what ChatGPT answers with: Sol on Plus, Pro, Business and Enterprise, Luna on Free and Go from October 8. Artificial Analysis scores Astra 56.9 on Intelligence Index v5, third behind Google's Gemini 4 Carbon at 59.4, which only cyber defenders can use, and Claude Opus 5.5 at 58.4, though Astra still leads LiveBench Reasoning and ARC-AGI-2. OpenAI added GPT-6.1 Terra for ChatGPT Work and Codex on October 26. Our GPT-6 Astra breakdown, GPT-6 Sol and Luna breakdown and GPT-6.1 Sol guide have the detail.

Is Gemini 4 out?

Yes. Google announced Gemini 4 Argon on September 30, 2026 and released it on October 13 to Google AI Pro and Ultra subscribers in the Gemini app and to developers on the paid API, at $2 / $10 per 1M tokens until November 30. The free plan and Google AI Plus do not get it. Artificial Analysis scores it 50.4 on Intelligence Index v5, with the lowest hallucination rate it has measured among leading models, and Arena ranks it second on both text and creative writing, and first on text among models you can use. A second model, Gemini 4 Carbon, was announced on October 28 and scores 59.4, the highest on the index, but so far only vetted cyber defenders can use it. Full detail in our Gemini 4 Argon breakdown.

What is Claude Opus 5?

Claude Opus 5 is Anthropic's July 24, 2026 flagship, which Claude Opus 5.5 replaced on September 22; Anthropic now lists it as a legacy model. It scores 50.8 on Intelligence Index v4.3.2 against Opus 5.5's 57.6, and costs $5 / $25 per 1M tokens against Opus 5.5's $4 / $20. ARC Prize confirmed its 30% on ARC-AGI-3, and Arena still ranks it first on Document. Artificial Analysis measures its hallucination rate at 61%, which is why it holds no accuracy crown here.

What is Claude Fable 5.1?

Claude Fable 5.1 is Anthropic's September 1, 2026 release. It scores 49.7 on Intelligence Index v5, below Claude Opus 5.5, GPT-6 Astra, GPT-6.1 Sol and Claude Sonnet 5.5, but it still has the highest factual accuracy Artificial Analysis has measured, 68%, and the best combined placing on the three prose boards, so it keeps this page's accuracy and writing crowns. It costs $10 / $50 per 1M tokens and shipped alongside the invitation-only Claude Mythos 5.1. Our Claude Fable 5.1 and Mythos 5.1 breakdown has the rest.

Is Claude Fable 5 back?

Yes. Anthropic redeployed Claude Fable 5 on July 1, 2026 after the US government lifted the export-control restriction it had imposed on June 12, and made it permanent in the paid plans on July 20. Max and Team Premium include it at roughly 50% of regular usage limits; Pro and Team Standard reach it through usage credits. API pricing is $10 / $50 per million tokens.

What is GPT-5.6 and can I use it?

GPT-5.6 is OpenAI's previous model family, generally available since July 9, 2026, in three tiers: Luna, Terra and Sol. It is no longer ChatGPT's default, because Chat moved to GPT-6 on October 7, but paid users who picked GPT-5.6 Sol explicitly stay on it, and OpenAI still sells the 5.6 tiers in the API. OpenAI reused the Sol and Luna names for GPT-6, so an unqualified Sol or Luna is now ambiguous.

Is Grok 4.7 out yet?

Yes. SpaceXAI released Grok 4.7 on September 21, 2026 on a new and larger base model than Grok 4.6, and since October 3 it powers Expert mode on grok.com, plus Fast mode for paid subscribers. Artificial Analysis scores it 35.0 on Intelligence Index v5 at high effort; on v4.3.2 it read 46.3 against Grok 4.6's 44.3. API pricing is unchanged at $2 / $6 per 1M tokens, but it writes roughly twice the output of Grok 4.6, so an index task costs $6.18 on v5. Full numbers are in our Grok 4.7 breakdown.

Which AI is the best for coding?

Claude Opus 5.5. Released September 22, it leads Arena's WebDev board at 1810, ahead of GPT-6 Astra at 1773, and FrontierCode 2.0 at 46.4%, at $4 / $20 per 1M tokens. Claude Sonnet 5.5 is the value pick: at $2 / $10 it leads LiveBench Coding at 91.4 and is third on Terminal-Bench 4.0 at 63.6%, behind Kimi K3.1 Pro's 67.2% and the cyber-defender-only Gemini 4 Carbon's 65.2%. Claude Haiku 5.5 ($0.10 / $0.50) is the cheap Claude for high-volume sub-agent work, and among open weights GLM 5.3 Flash is the one most teams can host, under plain MIT.

Which AI is the best for writing?

Claude Fable 5.1, because it has the best combined placing across the three prose boards: third on EQ-Bench Creative Writing v3, third on LiveBench Language and eighth on Arena's creative-writing board. Claude Opus 5.5 is the pick if you trust Arena's human votes most, where it is now first. Claude Sonnet 5.5 is what most people should actually use, since it is free on claude.ai. Moonshot's Kimi K3.1 Pro is now second on EQ-Bench, and Gemini 4 Argon is second on Arena's creative-writing board and on Google AI Pro since October 13, but EQ-Bench puts it only 32nd and LiveBench has not rated it.

What is the best open-weight AI model in 2026?

DeepSeek's V4.1-Flash-1017, released on October 17, 2026 under MIT. Artificial Analysis scores it 32.5 on its new Intelligence Index v5, the highest score of any open-weight model, and it is also the highest-placed open model on Arena's WebDev board. Xiaomi's MiMo-V2.6-Pro, the leader before the v5 rescale, is cheaper per index task at $0.26 for 29.9. For teams that want to host their own, GLM 5.3 Flash (Z.ai, MIT) is the practical pick, with 320B total and 18B active parameters. Moonshot's Kimi K3.1 Pro would lead at 46.0, but its weights are only promised for November 4.

What is the cheapest frontier-class AI model?

On API price per million tokens, GPT-6 Luna and Claude Haiku 5.5 share the cheapest closed frontier-class rate, $0.10 / $0.50, and Artificial Analysis scores them 27.8 and 36.2 on Intelligence Index v5. Measured per index task, GPT-6 Luna is the cheapest model on this page at $0.15, ahead of MiMo-V2.6-Pro at $0.26 and Haiku 5.5 at $0.41. Among open weights, DeepSeek V4.1-Flash-1017 is our pick at $0.15 / $0.60 off-peak and 32.5 under MIT, with GLM 5.3 Flash, at $0.15 / $0.50, the smaller model to host.

Which AI models are free?

ChatGPT Free and Go run GPT-6 Luna, rolling out since October 8, under usage limits. Claude Free runs Claude Sonnet 5.5, and free users can also pick Claude Haiku 5.5. The free Gemini app runs on Auto since October 9, which sends most prompts to Flash-Lite, and Gemini 3.6 Flash stays free in Google AI Studio. DeepSeek is free on its chat site, and Grok has a limited free plan. Many models are also open-weight and free to self-host, including MiMo-V2.6-Pro, GLM 5.3 Flash and DeepSeek V4, though the licences differ.

What is Gemini Spark and which plan do you need?

Gemini Spark is Google's always-on cloud AI agent, launched at Google I/O on May 19, 2026. It runs on a Google Cloud VM and works with Gmail, Docs and other Google Workspace apps. Since July 30, 2026 it is included in the $19.99/month Google AI Pro plan, in the US and more than 160 other countries, as well as Google AI Ultra; Google AI Plus, the free tier and work or school accounts do not include it.

What is Fello AI?

Fello AI is an AI chat app for Mac, iPhone and iPad that saves you choosing between AI subscriptions: you ask ChatGPT, Claude, Gemini, Grok and DeepSeek from one app, and new models usually arrive as soon as their API opens. It is free to start, paid plans start at $11.99 a month in most countries, and it is rated 4.7 stars across 27,000+ reviews.

How often do you update this page?

We update this page at least monthly and within 24-48 hours of any major model launch.