Agnes 3.0 Flash vs Muse Spark 1.1
Agnes 3.0 Flash 
Muse Spark 1.1 Verdict
- Muse Spark 1.1 leads on quality: 65.2 vs 62.3.
- Agnes 3.0 Flash is stronger in agents & tools, composite, long context, reasoning.
- Muse Spark 1.1 is stronger in knowledge, coding, human preference, instruction following, maths, multimodal.
- Agnes 3.0 Flash is 27× cheaper ($0.075 vs $2.00 per 1M blended).
| Metric | Agnes 3.0 Flash | Muse Spark 1.1 |
|---|---|---|
| BenchLeader Index | 62.3 | 65.2 |
| Agents & tools score | 76.8 | 62.6 |
| Composite score | 74.0 | – |
| Knowledge score | 59.1 | 70.5 |
| Long context score | 67.0 | – |
| Reasoning score | 71.1 | 69.2 |
| Coding score | – | 68.0 |
| Human preference score | – | 66.2 |
| Instruction following score | – | 77.8 |
| Maths score | – | 62.7 |
| Multimodal score | – | 64.8 |
| Blended price $/M | $0.075 | $2.00 |
| Output speed | – | 210 tok/s |
| Time to first answer | – | 2.9 s |
| Context window | 1M | 1.0M |
| SimpleQA Verified | – | 57.8% |
| SciCode | – | 58.2% |
| APEX-Agents | – | 41.9% |
| ProofBench | – | 39.0% |
| Epoch Capabilities Index | – | 154.6 |
| LMArena Text | – | 1493 |
| LMArena Hard Prompts | – | 1513 |
| LMArena Coding | – | 1531 |
| LMArena WebDev | – | 1542 |
| LMArena Vision | – | 1294 |
| LMArena Agent | – | -3 |
| AA Intelligence Index | 35.5 | – |
| AA-LCR | 81.0% | – |
| AA-Omniscience | -10.6 | – |
| GPQA Diamond (AA) | 92.4% | – |
| Humanity's Last Exam (AA) | 38.5% | – |
| SciCode (AA) | 51.6% | – |
| 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 |
| CritPt | 15.1% | – |
| GDPval (AA) | 53.7% | – |
| τ²-Bench Banking (AA) | 47.6% | – |
| FORTRESS | – | 12.4% |
| SWE-Bench Pro (private) | – | 51.5% |
| VTB | – | 44.8% |
| LMArena Maths | – | 1486 |
| LMArena Creative Writing | – | 1451 |
| LMArena Instruction Following | – | 1471 |
| LMArena Multi-turn | – | 1497 |
| LMArena Longer Queries | – | 1481 |
| LMArena Document | – | 1480 |
| DeepSWE | – | 53.3% |
| GBAEval | – | 7.9% |
| Vending-Bench 2 | – | 6520.5 |
| GDP.pdf | – | 15.0% |
Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.
Agnes 3.0 Flash vs Muse Spark 1.1: questions
- Is Agnes 3.0 Flash better than Muse Spark 1.1?
- Muse Spark 1.1 leads on quality: 65.2 vs 62.3. The BenchLeader Index combines every independent quality benchmark; Muse Spark 1.1 is ahead overall as of 2026-09-19, but check the category scores for your use.
- Is Agnes 3.0 Flash better than Muse Spark 1.1 for agentic tasks?
- Agnes 3.0 Flash scores higher in agentic tasks (77 vs 63 on the category index, where 50 is average).
- Which is cheaper, Agnes 3.0 Flash or Muse Spark 1.1?
- Agnes 3.0 Flash is cheaper: $0.075 against $2.00 per million tokens, blended at three input tokens per output token.
- Which has the larger context window?
- Muse Spark 1.1 accepts more context: 1.0M against 1M tokens.