Benchmarks: AI Security and Tool Analysis

2026-09-27 | GPT-6.1 Sol, Sol and Luna: Pricing and Evidence Compare GPT-6.1 Sol API rates and cache savings with Sol and Luna; separate Work/Codex credits, included limits and dated benchmark evidence.
2026-09-27 | How to Read Xiaomi MiMo's RL Training Dashboard A plain-English guide to Xiaomi MiMo V2.6's public RL dashboard: rollouts, rewards, batches, benchmarks, open weights, and compute limits.
2026-09-27 | Claude Opus 5.5: Benchmarks, Price, and Verdict Claude Opus 5.5 review: independent benchmarks, lower API prices, effort tradeoffs, coding results, and the limits of the efficiency claims.
2026-09-14 | DeepSeek V4.1 Flash: A Strong API Value Candidate DeepSeek V4.1 Flash adds native vision and MIT weights. Compare direct API pricing, legacy aliases, independent evidence, and temporary coding-plan offers.
2026-09-14 | GPT-6 Astra: Start Planning Evaluations on Low Evaluate GPT-6 Astra Low for planning and orchestration, with benchmark regressions, API prices, subscription limits, and accepted-result costs kept distinct.
2026-08-01 | DeepSeek V4 Flash 0731: The API Value Frontier DeepSeek V4 Flash 0731 pairs a 1M context window and MIT weights with a $0.14/$0.28 direct API, but high token use and hallucinations still require evaluation.
2026-08-01 | GPT-5.6 Luna’s July Price Cut: Historical Analysis Why GPT-5.6 Luna became the July OpenAI value candidate for bounded Codex work and high-volume API tasks, with subscription and API economics kept separate.
2026-07-25 | How OpenAI's Cyber Eval Breached Hugging Face The July preliminary, source-labeled analysis of the Hugging Face breach, with September follow-up evidence and five cyber-agent containment controls.
2026-07-17 | Kimi K3: Benchmarks, Pricing, and Open-Weights Status Kimi K3 is Moonshot's 2.8T flagship with 1M context, source-labeled benchmark evidence, $3/$15 API pricing, and released weights under the Kimi K3 License.
2026-07-02 | How to Read AI Benchmarks Without Getting Fooled Learn how to read AI benchmarks, spot saturation and contamination, compare coding and chat leaderboards, and test models on your own work.
2026-02-20 | OpenCode GLM-5 Free Tier Snapshot Historical snapshot of OpenCode's GLM-5 free-tier moment, updated to point readers toward GLM-5.1 and avoid stale leaderboard claims.