Hardest reasoning tasks
Choose Muse Wonder Full
Muse Wonder Full scores 55.8 on the Artificial Analysis Intelligence Index, against 45.1 for DeepSeek V4.1 Flash.
Choose Muse Wonder Full for the hardest reasoning tasks; on the other points the two are level or the data is missing.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose Muse Wonder Full
Muse Wonder Full scores 55.8 on the Artificial Analysis Intelligence Index, against 45.1 for DeepSeek V4.1 Flash.
Either one
They are practically level on Long-context reasoning (AA-LCR) (82.7% and 83.7%).
| DeepSeek V4.1 Flash | Muse Wonder Full | |
|---|---|---|
| Provider | DeepSeek | Meta |
| Category | Language models | Language models |
| Status | Generally available | Generally available |
| Headline price | $0.525 / 1M tokens | No data |
| Input | $0.30 / 1M tokens | No data |
| Output | $1.20 / 1M tokens | No data |
| Cached input | $0.006 / 1M tokens | No data |
| Context window | 1M | No data |
| Max output | 384k | No data |
| Released | October 2026 | Oct 12, 2026 |
| Knowledge cutoff | No data | No data |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching | Vision, Reasoning, Tool calling |
| API model id | deepseek-flash |
Leader in bold.
| Benchmark | DeepSeek V4.1 Flash | Muse Wonder Full |
|---|---|---|
| Intelligence Index | 45.1 | 55.8 |
| SciCode | 55.9% | 62.6% |
| Humanity's Last Exam | 43.3% | 53.6% |
| Long-context reasoning (AA-LCR) | 82.7% | 83.7% |
| MMMU-Pro (visual reasoning) | 80.6% | No data |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Muse Wonder Full for the hardest reasoning tasks; on the other points the two are level or the data is missing.
A price comparison is not possible: one of them has no comparable published price.
DeepSeek V4.1 Flash is made by DeepSeek and Muse Wonder Full by Meta. A price comparison is not possible: one of them has no comparable published price. Only DeepSeek V4.1 Flash offers structured output, prompt caching.