Deepseek v4 Pro vs Muse Spark 1.1
Deepseek v4 Pro 
Muse Spark 1.1 Verdict
- Muse Spark 1.1 leads on quality: 65.0 vs 60.4.
- Deepseek v4 Pro (high) is stronger in maths.
- Muse Spark 1.1 is stronger in coding, human preference, reasoning, agents & tools, composite, instruction following, knowledge, long context, multimodal.
| Metric | Deepseek v4 Pro (high) | Muse Spark 1.1 |
|---|---|---|
| BenchLeader Index | 60.4 | 65.0 |
| Coding score | 59.4 | 68.1 |
| Human preference score | 65.8 | 66.3 |
| Maths score | 66.2 | 52.2 |
| Reasoning score | 66.0 | 69.2 |
| Agents & tools score | – | 62.7 |
| Composite score | – | 72.3 |
| Instruction following score | – | 77.8 |
| Knowledge score | – | 73.2 |
| Long context score | – | 65.4 |
| Multimodal score | – | 65.0 |
| Blended price $/M | – | $2.00 |
| Output speed | – | 194 tok/s |
| Time to first answer | – | 2.6 s |
| Context window | – | 1.0M |
| GPQA Diamond | 90.9% | – |
| OTIS Mock AIME | 95.6% | – |
| SimpleQA Verified | – | 57.8% |
| SciCode | 46.4% | 58.2% |
| WeirdML | 46.5% | – |
| APEX-Agents | – | 41.9% |
| ProofBench | – | 39.0% |
| Epoch Capabilities Index | – | 154.6 |
| LMArena Text | 1460 | 1492 |
| LMArena Hard Prompts | 1482 | 1511 |
| LMArena Coding | 1505 | 1531 |
| LMArena WebDev | 1580 | 1541 |
| LMArena Vision | – | 1293 |
| LMArena Agent | – | -2.6 |
| AA Intelligence Index | – | 34.3 |
| AA-LCR | – | 77.7% |
| AA-Omniscience | – | 28.1 |
| GPQA Diamond (AA) | – | 89.8% |
| Humanity's Last Exam (AA) | – | 46.2% |
| SciCode (AA) | – | 58.8% |
| SWE-Bench Pro | – | 61.5% |
| MCP Atlas | – | 88.1% |
| MultiChallenge | – | 75.3% |
| PRBench Finance | – | 55.0% |
| PRBench Legal | – | 57.0% |
| MultiNRC | – | 65.6% |
| EQ-Bench 4 | – | 1260 |
Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.
Deepseek v4 Pro vs Muse Spark 1.1: questions
- Is Deepseek v4 Pro better than Muse Spark 1.1?
- Muse Spark 1.1 leads on quality: 65.0 vs 60.4. The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.1 is ahead overall as of 2026-09-10, but check the category scores for your use.
- Is Deepseek v4 Pro better than Muse Spark 1.1 for coding?
- Muse Spark 1.1 scores higher in coding (68 vs 59 on the category index, where 50 is average).