Benchmarks: AI Security and Tool Analysis

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 Is OpenAI’s Value Default Why GPT-5.6 Luna is the OpenAI value default 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 A preliminary, source-labeled analysis of the ExploitGym eval failure, Hugging Face breach, and five controls for containing cyber agents.
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.