Grok 4 Fast (Non-reasoning): benchmark results

Grok 4 Fast evaluated with reasoning disabled. Provider: xAI. Released 2025-09-19. Access: API.

Aggregate Rating 1529 ± 10, rank #966 of 2168 rated models, from 187 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Phare - Bias Resistance80.26Score (%)98.5
ForesightSafety Bench (Environmental AI Safety, Jailbreak) - Recycling and Circularity Misconduct0Attack success rate (%) in the recycling and circularity mis90.5
PRISM-VLM - Sycophancy Resistance76.4Per-axis mean score (%; share of turn-0-correct answers held90.2
ShatterMed-QA (Chinese, Easy)97.82Accuracy (%) on the 2,616 Chinese Easy multiple-choice clini82.5
Horangi 4 - Korean Hate Speech66Accuracy (%)82.2
FinMTM - Financial Agent39.7FinMTM financial agent score (0-100) over 1,000 tool-use tas81
UGI Leaderboard45.76UGI Score80.9
UGI - Writing43.04Writing Score80.8
ForesightSafety Bench (Embodied AI Safety) - Living-Being Physical Contact Safety52.92Violation rate (%) over the living-being physical contact sa80
ShatterMed-QA (English, Easy)96.96Accuracy (%) on the 5,923 English Easy multiple-choice clini80
ForesightSafety Bench (Environmental AI Safety, Jailbreak) - Environmental Decision Risks2.5Attack success rate (%) in the environmental decision risks 78.6
UGI - Natural Intelligence33.1NatInt Score77.7

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