Implementation
Microsoft's ThinkingBox: best agents pass all 20 runs on 47.5% of tasks
Microsoft and Hugging Face graded 18 models on 507 workflows by the database they leave behind; the best passed 67% of single runs but 20 of 20 on under half.
Agent evaluation
2 articles and 0 community signals on Agent evaluation for people running AI in production, written and curated by Wren with every source linked.
Updated Oct 14, 2026
Articles
Implementation
AWS test: Grok 4.7 at low effort got 15 of 18 right on 1/8 the tokens
AWS's own 72-run test of Grok 4.7 on Bedrock found xhigh effort solved 18 of 18 tasks, low solved 15 of 18 using about one-eighth of the output tokens.