DeepSeek V4.1 Flash 1017 vs Grok 4.7: Benchmark Comparison
DeepSeek V4.1 Flash 1017 has the higher score on 5 of 9 shared benchmarks; Grok 4.7 leads on 4.
The largest observed score gap is 10.15 pts on Tax Agent Bench , where DeepSeek V4.1 Flash 1017 leads.
Reported ±1 standard-error ranges overlap on 7 of 9 shared benchmarks with comparable uncertainty data. This is not a pairwise statistical significance test.
Shared benchmark results
Scores and reported standard errors come from the latest visible Vals benchmark version available for both models.
| Benchmark | DeepSeek V4.1 Flash 1017 | Grok 4.7 | Gap | Reported uncertainty |
|---|---|---|---|---|
| Vals Index | 56.58% ±1.27 | 54.95% ±1.07 | 1.64 pts | Reported ±1 SE ranges overlap |
| Harvey's Legal Agent Benchmark | 9.17% ±2.51 | 12.50% ±2.66 | 3.33 pts | Reported ±1 SE ranges overlap |
| Legal Research Bench | 45.19% ±3.46 | 47.12% ±3.47 | 1.92 pts | Reported ±1 SE ranges overlap |
| EMB | 61.80% ±3.19 | 66.99% ±3.04 | 5.19 pts | Reported ±1 SE ranges overlap |
| Finance Agent (v2) | 56.96% ±2.05 | 52.25% ±0.35 | 4.71 pts | Reported ±1 SE ranges do not overlap |
| Tax Agent Bench | 44.35% ±3.57 | 34.20% ±3.42 | 10.15 pts | Reported ±1 SE ranges do not overlap |
| Code Migration | 44.21% ±4.46 | 44.82% ±4.21 | 0.61 pts | Reported ±1 SE ranges overlap |
| Terminal-Bench 4.0 | 31.82% ±2.62 | 28.79% ±2.31 | 3.03 pts | Reported ±1 SE ranges overlap |
| Vibe Code Bench v1.1 | 87.73% ±2.75 | 86.17% ±2.18 | 1.56 pts | Reported ±1 SE ranges overlap |
Performance by category
| Category | DeepSeek V4.1 Flash 1017 average | Grok 4.7 average |
|---|---|---|
| Legal | 27.18% | 29.81% |
| Finance | 54.37% | 51.15% |
| Coding | 54.59% | 53.26% |
Cost and latency
Cost per test appears only where the benchmark reports it for both models. Latency is the measured completion time for that benchmark.
| Benchmark | DeepSeek V4.1 Flash 1017 cost | Grok 4.7 cost | DeepSeek V4.1 Flash 1017 latency | Grok 4.7 latency |
|---|---|---|---|---|
| Vals Index | $0.64 | $12.11 | 36m33s | 35m30s |
| Harvey's Legal Agent Benchmark | $0.54 | $11.13 | 21m39s | 42m05s |
| Legal Research Bench | $0.70 | $4.92 | 35m07s | 21m14s |
| EMB | $0.36 | $6.48 | 16m47s | 34m57s |
| Finance Agent (v2) | $0.46 | $2.72 | 14m39s | 15m33s |
| Tax Agent Bench | $0.46 | $1.80 | 21m04s | 16m36s |
| Code Migration | $1.86 | $36.55 | 2h11m | 1h09m |
| Terminal-Bench 4.0 | $0.54 | $18.01 | 41m10s | 50m08s |
| Vibe Code Bench v1.1 | $0.58 | $15.83 | 16m14s | 35m47s |
Results available only for DeepSeek V4.1 Flash 1017
None.
Results available only for Grok 4.7
- Vals RSI Index
- Vals Science Index
- LegalBench
- MedCode
- MedScribe
- ProofBench v1.1
- BioMysteryBench
- MysteryMechanism
- Robo-bench
- Terminal-Bench-Science
- SAGE
- IOI
- ProgramBench
- SWE-bench Multimodal
- CyberBench v1.1
- SRE Bench
- Public Benefits Bench v1.1