Deepseek v4 Pro High vs GPT-6 Sol
Deepseek v4 Pro High 
GPT-6 Sol Verdict
- GPT-6 Sol (max) leads on quality: 67.7 vs 60.8.
- Deepseek v4 Pro High (high) is stronger in coding, human preference, maths.
- GPT-6 Sol (max) is stronger in reasoning, composite, knowledge, long context, multimodal.
| Metric | Deepseek v4 Pro High (high) | GPT-6 Sol (max) |
|---|---|---|
| BenchLeader Index | 60.8 | 67.7 |
| Coding score | 59.0 | – |
| Human preference score | 66.2 | – |
| Maths score | 66.2 | – |
| Reasoning score | 66.0 | 95.0 |
| Composite score | – | 86.2 |
| Knowledge score | – | 75.4 |
| Long context score | – | 67.7 |
| Multimodal score | – | 67.1 |
| Blended price $/M | – | $4.00 |
| Output speed | – | 126 tok/s |
| Time to first answer | – | 107.2 s |
| Context window | – | 1.1M |
| GPQA Diamond | 90.9% | – |
| OTIS Mock AIME | 95.6% | – |
| SciCode | 46.4% | – |
| WeirdML | 46.5% | – |
| LMArena Text | 1463 | – |
| LMArena Hard Prompts | 1482 | – |
| LMArena Coding | 1503 | – |
| LMArena WebDev | 1581 | – |
| AA Intelligence Index | – | 47.5 |
| AA-LCR | – | 83.7% |
| MMMU-Pro | – | 83.3% |
| AA-Omniscience | – | 27.1 |
| Humanity's Last Exam (AA) | – | 47.9% |
| SciCode (AA) | – | 57.6% |
| CritPt | – | 30.9% |
| GDPval (AA) | – | 49.4% |
| LMArena Maths | 1469 | – |
| LMArena Creative Writing | 1442 | – |
| LMArena Instruction Following | 1457 | – |
| LMArena Multi-turn | 1469 | – |
| LMArena Longer Queries | 1474 | – |
| Chess Puzzles | 13.0% | – |
| CL-bench Life | 13.5% | – |
| Surface Evolver Bench | 40.0% | – |
| ALE-Bench | 1006.1 | – |
| Terminal-Bench 4.0 (AA) | – | 43.9% |
| AutomationBench | – | 61.6% |
| GDP.pdf | – | 24.8% |
| MLCR | – | 16.1% |
| AA-Omniscience: accuracy | – | 54.5% |
| AA-Omniscience: non-hallucination | – | 39.9% |
| AA-Briefcase | – | 1483 |
Data as of 2026-09-23. Best configuration of each model; every score links to its source on the model pages.
Deepseek v4 Pro High vs GPT-6 Sol: questions
- Is Deepseek v4 Pro High better than GPT-6 Sol?
- GPT-6 Sol (max) leads on quality: 67.7 vs 60.8. The BenchLeader Index combines every independent quality benchmark; GPT-6 Sol (max) is ahead overall as of 2026-09-23, but check the category scores for your use.