Deepseek v4 Pro vs Muse Spark 1.2
Deepseek v4 Pro 
Muse Spark 1.2 Verdict
- Deepseek v4 Pro (high) and Muse Spark 1.2 (xhigh) are level on quality (60.4 vs 60.7).
- Deepseek v4 Pro (high) is stronger in coding, maths.
- Muse Spark 1.2 (xhigh) is stronger in human preference, reasoning, agents & tools, composite, knowledge, multimodal.
| Metric | Deepseek v4 Pro (high) | Muse Spark 1.2 (xhigh) |
|---|---|---|
| BenchLeader Index | 60.4 | 60.7 |
| Coding score | 59.3 | 56.7 |
| Human preference score | 66.0 | 70.6 |
| Maths score | 66.2 | – |
| Reasoning score | 65.9 | 69.3 |
| Agents & tools score | – | 50.3 |
| Composite score | – | 60.4 |
| Knowledge score | – | 65.2 |
| Multimodal score | – | 66.4 |
| Blended price $/M | – | $2.00 |
| Output speed | – | 184 tok/s |
| Time to first answer | – | 24.9 s |
| Context window | – | 1.0M |
| GPQA Diamond | 90.9% | – |
| OTIS Mock AIME | 95.6% | – |
| SimpleQA Verified | – | 60.3% |
| SciCode | 46.4% | 56.4% |
| WeirdML | 46.5% | 60.3% |
| LMArena Text | 1462 | 1499 |
| LMArena Hard Prompts | 1482 | 1513 |
| LMArena Coding | 1505 | 1535 |
| LMArena WebDev | 1581 | 1534 |
| LMArena Vision | – | 1304 |
| LMArena Agent | – | -1.8 |
| LiveBench | – | 78.0% |
| LiveBench Reasoning | – | 90.0% |
| LiveBench Coding | – | 77.5% |
| LiveBench Agentic Coding | – | 57.6% |
| LiveBench Mathematics | – | 91.2% |
| LiveBench Data Analysis | – | 76.5% |
| LiveBench Language | – | 78.6% |
| MMLU-Pro | – | 88.3% |
| IOI | – | 21.8% |
| LegalBench | – | 85.3% |
| CorpFin | – | 70.9% |
| TaxEval | – | 80.4% |
| Terminal-Bench 2.1 (Vals) | – | 69.7% |
| SWE-bench (Vals) | – | 86.6% |
| Vals Index | – | 57.0 |
Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.
Deepseek v4 Pro vs Muse Spark 1.2: questions
- Is Deepseek v4 Pro better than Muse Spark 1.2?
- Deepseek v4 Pro (high) and Muse Spark 1.2 (xhigh) are level on quality (60.4 vs 60.7). The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.2 (xhigh) is ahead overall as of 2026-09-13, but check the category scores for your use.
- Is Deepseek v4 Pro better than Muse Spark 1.2 for coding?
- Deepseek v4 Pro scores higher in coding (59 vs 57 on the category index, where 50 is average).