Grok 4.20 (Reasoning): benchmark results

Grok 4.20 evaluated with reasoning enabled. Provider: xAI. Released 2026-03-10. Access: API.

Aggregate Rating 1677 ± 13, rank #429 of 2168 rated models, from 98 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Causal Sensitivity Score (CSS)47.3CSS (self-reported)100
BenchTable - Utility87.4Weighted Score (%)99.6
SpeechMap Compliance98.2% Requests Completed99.1
BenchTable76.8Total Score (%)94.2
CLBench - Rule System Application22.7Solving Rate (%)92.9
Kagi LLM Benchmark75Accuracy (%)91.5
AI Chess Leaderboard (Reasoning)1478Elo91.3
Wolfram LLM Benchmarking Project66.3Correct Functionality (%)90.6
AI for Education SEND83.94Accuracy (%)89.7
CLBench22.2Solving Rate (%)88.6
CLBench - Domain Knowledge Reasoning23.9Solving Rate (%)88.6
BenchTable - STEM76.9Weighted Score (%)87.2

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