Claude Haiku 4.5: benchmark results

Built for interactive assistants and coding subtasks. Anthropic describes pairing it with Sonnet, which plans the work and delegates subtasks to Haiku in parallel. Provider: Anthropic. Released 2025-10-15. Access: API.

Aggregate Rating 1665 ± 3, rank #280 of 1656 rated models, from 2188 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
AIR-BENCH Live89Mean safety score (x100; %; 2,680 prompts in English, Spanis100
AIR-BENCH Live (English)91Mean safety score (x100; %; the 670 English prompts) on rege100
AgentEvalBench (Agent-Twostage)32.5Eval@1 (%; share of 40 cases, 20 agents under generic and sp100
Boiling the Frog20.5Strict ASR (self-reported)100
CAST (Discourse Stress) - Text-Only Hit88.1Hit rate (%): items where the predicted stressed word is the100
CAST (Discourse Stress) - Text-Only Pair-Correct76.1Pair-correct rate (%): pairs where both contexts get their i100
CASTLE Student Safety (Chinese)2.42Average Safety Score (1-5) on CASTLE's Chinese scenarios, al100
CASTLE Student Safety (Chinese) - Academic Integrity and Competence2.32Average Safety Score (1-5) on CASTLE's Chinese scenarios, th100
CASTLE Student Safety (Chinese) - Cognitive Rigidity and Innovation Suppression2.34Average Safety Score (1-5) on CASTLE's Chinese scenarios, th100
CASTLE Student Safety (Chinese) - Content and Information Bias2.34Average Safety Score (1-5) on CASTLE's Chinese scenarios, th100
CASTLE Student Safety (Chinese) - Excessive Seeking Simplification2.21Average Safety Score (1-5) on CASTLE's Chinese scenarios, th100
CASTLE Student Safety (Chinese) - Loss of Independent Judgment2.31Average Safety Score (1-5) on CASTLE's Chinese scenarios, th100

Interactive version: theaggregate.ai/model?slug=claude-haiku-4-5 · How It Works · Data refreshed daily, snapshot 2026-10-20.