タグ: DeepSeek

OpenAI’s GPT-5.6 reached general availability on July 9, 2026, and DeepSeek’s answer landed on July 31 as V4-Flash-0731. The two sit close enough on coding and reasoning that the argument has moved almost entirely to cost, and there the honest answer depends on which OpenAI tier you actually compare against. Measured against GPT-5.6 Sol at $5.00 / $30.00 per million tokens, DeepSeek V4 Flash at $0.14 / $0.28 is 36x cheaper on input and 107x on output. Measured against OpenAI’s cheapest tier, GPT-5.6 Luna at $0.20 / $1.20, the same DeepSeek model is 1.4x and 4.3x cheaper. Both numbers are real, and most comparisons print only the first one. This […]

GLM-5.2 is the top open-weight model on the Artificial Analysis Intelligence Index, scoring 51 while costing a fraction of the closed flagships, and that gap is why the GLM vs Claude question has spread into a much bigger fight. Zhipu AI’s open-weight model costs $1.40 input / $4.40 output per million tokens against Claude Opus 5 at $5 / $25, ships under a permissive MIT license, and now trades benchmark wins with models from OpenAI, Google, xAI and DeepSeek. So the real question is not just GLM vs Claude. It is whether an open-weight model at a fraction of the cost can stand in for any of the big paid […]

As of August 2026, DeepSeek R2 still has not launched, and DeepSeek has never confirmed a release date. The company that shook the AI world with R1 in early 2025 spent 2026 shipping something else entirely, the DeepSeek V4 series, and on 31 July 2026 it shipped the official DeepSeek-V4-Flash-0731 build with what its own model card calls substantially enhanced agentic capabilities. Its next dedicated reasoning model stayed locked behind closed doors. Reports point to founder Liang Wenfeng holding R2 back because he was not satisfied with its performance. This page tracks exactly where DeepSeek R2 stands right now, what has actually shipped versus what is still rumor, and the […]

Most “free” AI chatbots quietly cut you off after a handful of messages. ChatGPT drops you to a weaker model once you burn through its daily GPT-5.5 allowance, Claude pauses you after roughly 15 to 40 messages in a five-hour window, and Gemini throttles its best model after about 50 requests a day. The free tiers are real, but the limits are the part nobody puts in the headline. This guide ranks the best free AI chatbot options you can actually use in 2026, with the real caps spelled out for each one. You will see which free tier is strongest for writing, which is best for research, which has […]

In January 2025, a single AI model from a little-known Chinese startup erased more than $1 trillion in market value from US tech stocks in one trading day. The model was DeepSeek-R1, and the man behind it is Liang Wenfeng, a former quant trader who built a frontier-grade AI lab on a fraction of the budget his American rivals spend. He rarely gives interviews, holds no flashy executive title beyond founder and CEO, and reportedly still reads research papers and writes code himself. So who is Liang Wenfeng, and how did a kid from a rural village in southern China end up reshaping the global AI race? This guide covers […]

The best free AI for coding in 2026 is three open-weight models you can use without a credit card. DeepSeek V4 Pro scores 80.6% on SWE-Bench Verified, Kimi K2.6 hits 80.2%, and Qwen 3.6 27B reaches 77.2%, all released between April 20 and April 24, 2026. The paid frontier is still clearly ahead. On the llm-stats SWE-Bench Verified leaderboard, Claude Fable 5 leads at 95.0%, roughly 14 points above the strongest free option. What the free tier buys you is most of the everyday work at none of the cost, in a browser, in your editor, or offline on your own machine. Every model here counts as open source AI, […]

Baidu released ERNIE 5.1 on May 8, 2026, hitting #4 on LMArena Search using only 6% of normal pre-training cost. We cover benchmarks, architecture, agentic performance, and how it compares to DeepSeek V4 Pro, Claude Opus 4.6, and Gemini 3.1 Pro.

DeepSeek pricing in 2026 spans four tiers: a free web chat at chat.deepseek.com, the flagship DeepSeek V4 Flash API at $0.14/$0.28 per million tokens, DeepSeek V4 Pro at $0.435/$0.87 per million tokens, and a free API grant of 5 million tokens for every new developer account. All V4 models ship with a native 1 million token context window at no extra charge, which puts V4 Flash 36x cheaper on input and 107x cheaper on output than a top-tier model like GPT-5.6 Sol or Claude Opus 5. Against the cheap tiers the gap is much narrower, and since OpenAI’s July price cut it is 1.4x on input. This guide covers every […]

DeepSeek released V4-Pro and V4-Flash on April 24, 2026, open-source MoE models with 1M context, new CSA/HCA hybrid attention, and benchmarks rivaling GPT-5.4 and Claude Opus 4.6. Full breakdown of architecture, benchmarks, pricing, and comparisons.

PewDiePie’s AI model scored 39% on the Aider Polyglot benchmark, outperforming GPT-4o (23.1%) and Gemini 2.0 Pro Exp (35.6%) on a coding test widely used in AI research. The retired YouTube star Felix Kjellberg spent months building a $41,000 home GPU rig, reading machine learning papers, and grinding through failed training runs to get there. He published the full journey in a video released on February 26, 2026. This is not PewDiePie casually asking ChatGPT to write code. He built a 10-GPU workstation, scraped GitHub for training data, generated synthetic datasets using the DeepSeek API, and fine-tuned Qwen 32B, a 32-billion-parameter open-source model. The result is a genuine AI fine-tuning […]