Comparing 2 models
DeepSeek V4.1 Flash vs GPT-6.1 Sol
Benchmarks through
Verdict
DeepSeek V4.1 Flash places higher on 4 of the 7 tasks where both are ranked. DeepSeek V4.1 Flash costs 55.6x less per input token. GPT-6.1 Sol accepts 1.0x more context. Only DeepSeek V4.1 Flash has open weights for self-hosting.
- Choose DeepSeek V4.1 Flash for JSON & Schema Output (#1), Structured Data Extraction (#1), Agentic Coding (#4), you need to self-host.
- Choose GPT-6.1 Sol for Autonomous Agents (#4), AI Agents (#4), Debugging & Code Review (#5).
Built from the published task rankings below; ranks come from each task's own weighted benchmarks, so a win on one task says nothing about another.
Measured head to head
Benchmarks both models were run on
| Evaluation | DeepSeek V4.1 Flash | GPT-6.1 Sol | Source |
|---|---|---|---|
| FrontierMath Tiers 1-3 (Epoch AI) | 67.4% ± 2.8 | 93.7% ± 1.4 | source · 2026-10-08 |
| GPQA Diamond (Epoch AI) | 89.8% ± 1.7 | 95.4% ± 1.4 | source · 2026-10-09 |
| LiveBench Agentic Coding | 77.3% | 54.5% | source · 2026-10-16 |
| LiveBench Coding | 80.0% | 80.4% | source · 2026-10-16 |
| LiveBench Data Analysis | 79.3% | 82.7% | source · 2026-10-16 |
| LiveBench Instruction Following | 70.0% | 74.2% | source · 2026-10-16 |
| LiveBench Language | 81.2% | 90.1% | source · 2026-10-16 |
| LiveBench Math | 93.3% | 96.8% | source · 2026-10-16 |
| LiveBench Reasoning | 86.7% | 92.6% | source · 2026-10-16 |
| LMArena Agent | 3 | 14.8 | source · 2026-10-14 |
| LMArena Agent Bash Recovery | 7.9 | 4.5 | source · 2026-10-08 |
| LMArena Agent Steerability | 1.9 | 14.7 | source · 2026-10-14 |
| LMArena Agent Task Outcome | 7.5 | 15.7 | source · 2026-10-14 |
| LMArena Agent Tool Hallucination | 0.5 | 0.6 | source · 2026-10-14 |
| LMArena Creative Writing | 1437 Elo | 1430 Elo | source · 2026-10-15 |
| LMArena Instruction Following | 1473 Elo | 1469 Elo | source · 2026-10-15 |
| LMArena Long Query | 1474 Elo | 1464 Elo | source · 2026-10-15 |
| LMArena Math | 1478 Elo | 1470 Elo | source · 2026-10-15 |
| LMArena Text | 1475 Elo | 1484 Elo | source · 2026-10-15 |
| LMArena Text Factuality | 1468 Elo | 1465 Elo | source · 2026-10-15 |
| LMArena Vision | 1260 Elo | 1294 Elo | source · 2026-10-09 |
| LMArena Vision Diagrams | 1291 Elo | 1311 Elo | source · 2026-10-09 |
| LMArena Vision OCR | 1270 Elo | 1295 Elo | source · 2026-10-09 |
| LMArena WebDev | 1619 Elo | 1760 Elo | source · 2026-10-13 |
| LMArena WebDev Image-to-Web | 1609 Elo | 1703 Elo | source · 2026-10-09 |
| OTIS Mock AIME (Epoch AI) | 98.3% ± 0.6 | 100% ± 0 | source · 2026-10-08 |
| SimpleQA Verified (Epoch AI) | 42.9% ± 1.6 | 73.9% ± 1.4 | source · 2026-10-13 |
Values are as published by each evaluator, in its own units; rows from different evaluators are not on a common scale.
task evidence
How they place when the question changes
Lower ranks are better. “Best” marks the strongest option in this shortlist for that task.