Comparing 2 models
Muse Spark 1.3 vs GPT-6.1 Sol
Benchmarks through
Verdict
GPT-6.1 Sol places higher on 13 of the 14 tasks where both are ranked. Muse Spark 1.3 costs 1.6x less per input token. GPT-6.1 Sol accepts 1.0x more context.
- Choose Muse Spark 1.3 for a General Assistant (#4).
- Choose GPT-6.1 Sol for Image Understanding (#1), Translation (#2), JSON & Schema Output (#2).
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 | Muse Spark 1.3 | GPT-6.1 Sol | Source |
|---|---|---|---|
| Design Arena Coding | 1353 Elo | 1346 Elo | source · 2026-10-16 |
| Design Arena UI | 1344 Elo | 1331 Elo | source · 2026-10-16 |
| Design Arena Website | 1348 Elo | 1323 Elo | source · 2026-10-16 |
| FrontierMath Tiers 1-3 (Epoch AI) | 74% ± 2.6 | 93.7% ± 1.4 | source · 2026-09-18 |
| FrontierMath Tiers 1-3 (Epoch AI) | 74.4% ± 2.6 | 93.7% ± 1.4 | source · 2026-09-16 |
| LiveBench Agentic Coding | 64.1% | 54.5% | source · 2026-10-16 |
| LiveBench Coding | 81.1% | 80.4% | source · 2026-10-16 |
| LiveBench Data Analysis | 79.6% | 82.7% | source · 2026-10-16 |
| LiveBench Instruction Following | 78% | 74.2% | source · 2026-10-16 |
| LiveBench Language | 82.8% | 90.1% | source · 2026-10-16 |
| LiveBench Math | 96.0% | 96.8% | source · 2026-10-16 |
| LiveBench Reasoning | 89.7% | 92.6% | source · 2026-10-16 |
| LMArena Agent | 3.6 | 14.8 | source · 2026-10-14 |
| LMArena Agent Bash Recovery | 6.1 | 4.5 | source · 2026-10-08 |
| LMArena Agent Steerability | 5.6 | 14.7 | source · 2026-10-14 |
| LMArena Agent Task Outcome | 4.9 | 15.7 | source · 2026-10-14 |
| LMArena Agent Tool Hallucination | 0.6 | 0.6 | source · 2026-10-14 |
| LMArena Creative Writing | 1460 Elo | 1430 Elo | source · 2026-10-15 |
| LMArena Instruction Following | 1478 Elo | 1469 Elo | source · 2026-10-15 |
| LMArena Long Query | 1488 Elo | 1464 Elo | source · 2026-10-15 |
| LMArena Math | 1496 Elo | 1470 Elo | source · 2026-10-15 |
| LMArena Text | 1494 Elo | 1484 Elo | source · 2026-10-15 |
| LMArena Text Factuality | 1479 Elo | 1465 Elo | source · 2026-10-15 |
| LMArena Vision | 1290 Elo | 1294 Elo | source · 2026-10-09 |
| LMArena Vision Diagrams | 1321 Elo | 1311 Elo | source · 2026-10-09 |
| LMArena Vision OCR | 1306 Elo | 1295 Elo | source · 2026-10-09 |
| LMArena WebDev | 1659 Elo | 1760 Elo | source · 2026-10-13 |
| LMArena WebDev Image-to-Web | 1642 Elo | 1703 Elo | source · 2026-10-09 |
| OTIS Mock AIME (Epoch AI) | 99.2% ± 0.6 | 100% ± 0 | source · 2026-09-17 |
| Terminal-Bench (4.0) | 14.6% | 58.2% | source · 2026-10-16 |
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.