Posts tagged “benchmarks”

• What OpenAI’s lab benchmark means for reviewing AI analysis

  BioBasicsBench tests interpretation of experimental data. Its reported scores explain why observations, controls and conclusions need separate review.

• IBM’s Java-migration tests show why compiling code is not enough

  ScarfBench’s new results separate code that builds from software that works. What business owners should require before accepting an AI-assisted Java migration.

• GPT-6.1 Sol: Benchmarks, Pricing, API, and the New Routing Math

  GPT-6.1 Sol halves cached-input pricing and nears Astra on OpenAI's tests. See benchmarks, context cliffs, Ultrafast, and migration advice.

• Cognition’s SWE-2 Trains Devin to Spend Effort Where It Pays

  Cognition’s SWE-2 turns Kimi K3 into a cost-aware Devin worker. Here’s how to read its benchmarks, effort levels and Terminal-Bench 4 gap.

• DeepSeek V4 Pro 0813: GA Benchmarks, Pricing, and API Guide

  DeepSeek V4 Pro 0813 is live. See GA benchmarks, peak/off-peak API pricing, Codex setup, the Flash comparison, and open-weight details.

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