Dola Seed 2.0 Pro vs Muse Spark 1.3
Dola Seed 2.0 Pro 
Muse Spark 1.3 Verdict
- Muse Spark 1.3 (max) leads on quality: 69.4 vs 59.2.
- Muse Spark 1.3 (max) is stronger in coding, human preference, maths, multimodal, reasoning, agents & tools, composite, knowledge, long context.
| Metric | Dola Seed 2.0 Pro | Muse Spark 1.3 (max) |
|---|---|---|
| BenchLeader Index | 59.2 | 69.4 |
| Coding score | 66.1 | 66.6 |
| Human preference score | 65.2 | 69.8 |
| Maths score | 64.2 | 69.2 |
| Multimodal score | 62.3 | 67.4 |
| Reasoning score | 65.5 | 83.1 |
| Agents & tools score | – | 71.1 |
| Composite score | – | 90.2 |
| Knowledge score | – | 76.1 |
| Long context score | – | 68.0 |
| Blended price $/M | – | $2.00 |
| Output speed | – | 224 tok/s |
| Time to first answer | – | 35.6 s |
| Context window | – | 1.0M |
| LMArena Text | 1456 | 1493 |
| LMArena Hard Prompts | 1480 | 1516 |
| LMArena Coding | 1513 | 1537 |
| LMArena WebDev | – | 1652 |
| LMArena Vision | 1275 | 1315 |
| LMArena Agent | – | 4.2 |
| AA Intelligence Index | – | 48.1 |
| AA-LCR | – | 83.0% |
| AA-Omniscience | – | 25 |
| GPQA Diamond (AA) | – | 93.5% |
| Humanity's Last Exam (AA) | – | 48.7% |
| SciCode (AA) | – | 58.8% |
| IOI | – | 56.6% |
| Terminal-Bench 2.1 (Vals) | – | 79.0% |
| Vals Index | – | 64.5 |
| CritPt | – | 24.9% |
| GDPval (AA) | – | 58.7% |
| τ²-Bench Banking (AA) | – | 50.5% |
| Code Migration | – | 47.4% |
| Excel Modeling Benchmark | – | 67.4% |
| Finance Agent v2 | – | 60.0% |
| Harvey's Legal Agent Benchmark | – | 23.8% |
| Legal Research Bench | – | 55.3% |
| MysteryMechanism | – | 36.0% |
| Terminal-Bench 4.0 (Vals) | – | 27.8% |
| Terminal-Bench Science | – | 14.3% |
| Vibe Code Bench 1-100 | – | 20.5% |
| Vibe Code Bench v1.1 | – | 85.9% |
| LMArena Maths | 1451 | 1496 |
| LMArena Creative Writing | 1402 | 1453 |
| LMArena Instruction Following | 1434 | 1483 |
| LMArena Multi-turn | 1448 | 1493 |
| LMArena Longer Queries | 1451 | 1506 |
| LMArena Document | – | 1468 |
Data as of 2026-09-20. Best configuration of each model; every score links to its source on the model pages.
Dola Seed 2.0 Pro vs Muse Spark 1.3: questions
- Is Dola Seed 2.0 Pro better than Muse Spark 1.3?
- Muse Spark 1.3 (max) leads on quality: 69.4 vs 59.2. The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.3 (max) is ahead overall as of 2026-09-20, but check the category scores for your use.
- Is Dola Seed 2.0 Pro better than Muse Spark 1.3 for coding?
- Muse Spark 1.3 scores higher in coding (67 vs 66 on the category index, where 50 is average).