
How We Rank AI Models Without Publishing a Score
We publish vendor prices, context windows and licences for 21 AI models, plus four labelled picks. Here is the method, the limits and what we refuse to invent.
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We publish vendor prices, context windows and licences for 21 AI models, plus four labelled picks. Here is the method, the limits and what we refuse to invent.

News13 min
Kimi K3 is the first open 3T-class model. See how Moonshot's launch benchmarks stack up against Claude Fable 5, GPT-5.6 Sol, Grok 4.5, and Gemini in 2026.
Epoch AI's FrontierMath v2 fixed errors in 42% of problems on June 12, 2026. Here's what broke, how it was caught, and what it means for trusting AI benchmarks.
AI & Machine Learning10 min
Gemini 3.5 Flash is GA: a 1M-token agentic coding model at $1.50/$9 per million tokens. See the benchmarks, API changes, pricing, and whether you should switch.
AI & Machine Learning11 min
GLM-5.1 (April 2026): Z.ai's 754B open-weight model scored 58.4% on SWE-bench Pro, beating GPT-5.4 and Claude Opus 4.6 on real coding benchmarks.
AI & Machine Learning11 min
Claude Opus 4.7 leads SWE-bench Pro at 64.3% and OSWorld at 78.0%. Full breakdown of benchmarks, new features, pricing, and what changed from Claude Opus 4.6.
News13 min
Stanford's 2026 AI Index: US leads China by just 2.7 points on Arena, organizational AI adoption hits 88 percent, transparency collapses from 58 to 40.
LLM & Integration9 min
Moonshot Kimi-K2: the open-weight, trillion-parameter MoE model that outscored GPT-4.1 on SWE-bench Verified at release. What it is, and what it actually ships.