xAI Grok 4.6 Model Card - SpaceXAI MTS Eval: leaderboard

xAI's internal benchmark of frontier model-development tasks such as diagnosing reward hacking, auditing training data and debugging training infrastructure (standard non-GPU suite), scored on task reward under a fixed rollout budget. xAI Grok 4.6 model card (revised 2026-08-17), section 5.1 chart; percent correct, higher is better. GPT-5.6 Sol (2 of 29) and GPT-5.5 (1) refusals are excluded.

Metric: Correct (%). Source: media.x.ai. Saturation forecast: Around 2029. 7 models tracked.

Top models

#ModelScoreOverall rank
1Grok 4.6 (High)61.1#29 (Grok 4.6)
2Grok 4.5 (High)57.1#54 (Grok 4.5)
3Claude Opus 4.8 (Max)55.8#39 (Claude Opus 4.8)
4Claude Opus 5 (Max)52.6#16 (Claude Opus 5)
5GPT-5.6 Sol (xHigh)52.1#22 (GPT-5.6 Sol)
6GPT-5.5 (xHigh)46.4#33 (GPT-5.5)
7Grok 4.340.6#204

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=xai-grok-4-6-model-card-spacexai-mts-eval · How It Works · Data refreshed daily, snapshot 2026-11-05.