Inkling: Thinking Machines' First Open-Weight Model
Thinking Machines released Inkling, a 975B open-weight model under Apache 2.0. Full pricing, benchmarks against GLM-5.2 and DeepSeek V4, and the verdict.
Capability under pressure
Models & benchmarks
Leaderboards compress messy reality into one number. Learn what survives outside the test.
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Continue the descent.
Model releases, capability comparisons and rigorous analysis of the benchmarks used to rank them.
OpenRouter AI Explained: Pricing, Privacy and Tradeoffs
OpenRouter AI gives developers one API for 400+ models. See its real fees, privacy controls, pros, cons, and when going direct costs less.
Kimi K3: Pricing, Specs, and Benchmarks
Kimi K3 topped the WebDev coding arena at a fraction of frontier prices. Full specs, pricing, benchmarks, and the Moonshot business, verified July 2026.
Who Is Matei Zaharia? Spark, Databricks and AI
Who is Matei Zaharia? The Apache Spark creator and Databricks co-founder also helped build MLflow. Here is how his work shaped modern data and AI systems.
Harbor-Index: The AI Benchmark Where Nothing Tops 30%
Harbor-Index is a new AI agent benchmark where no model scores above 30 percent. How its 82 tasks were built, what the leaderboard costs, and why it matters.
GPT-5.6 vs Claude Opus 4.8 vs Fable 5: Which to Pick
OpenAI GPT-5.6 Sol, Terra and Luna versus Anthropic Claude Opus 4.8 and Fable 5: price, benchmarks and which model to pick in 2026.
AI Training Costs 2026: GPT-5.6, Claude Fable 5, Gemini
Training a frontier model costs $1B+. Breakdown of compute, energy, data, and R&D costs across the three leading labs, and what they mean for API prices.
New AI Models Released in July 2026: The Full List
Every new AI model released in July 2026 with dates, per-token prices and primary sources, plus the announced models still ahead on the release timeline.
GPT-5.6 Sol Tops the Coding Leaderboard: At What Cost?
GPT-5.6 Sol went GA on July 9 and now leads the Artificial Analysis coding-agents leaderboard, but Claude Fable 5 still edges it on general intelligence.