Claude 3.7 SonnetvsGrok 4.1 Fast
Claude 3.7 Sonnet | Grok 4.1 Fast | |
|---|---|---|
| Benchmarks | ||
Nonsense detection BullshitBench v2Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better. | 49%Best | 19% |
Coding SWE-Bench VerifiedReal coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | 62.3% | — |
Science GPQA DiamondGraduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | 68% | — |
| Overview | ||
| Company | Anthropic | SpaceXAI |
| Release date | Feb 24 2025 | Nov 19 2025 |
| Access | Proprietary | Proprietary |
Which is better: Claude 3.7 Sonnet or Grok 4.1 Fast?
Claude 3.7 Sonnet leads Grok 4.1 Fast on 1 of the 1 benchmark they both report (BullshitBench v2). Claude 3.7 Sonnet shipped 268 days before Grok 4.1 Fast, so benchmark comparisons should account for the intervening progress.
Published specifications for these two models are limited — see each model page for the latest details.
On BullshitBench v2, Claude 3.7 Sonnet leads at 49% vs Grok 4.1 Fast at 19%.
Frequently asked questions
Claude 3.7 Sonnet was released by Anthropic on Feb 24 2025.
Grok 4.1 Fast was released by SpaceXAI on Nov 19 2025.
Other comparisons
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