Hardest reasoning tasks
Choose Claude Haiku 5.5
Claude Haiku 5.5 scores 43.4 on the Artificial Analysis Intelligence Index, against 38.9 for Muse Spark Open.
Choose Claude Haiku 5.5 for the hardest reasoning tasks, reasoning over long documents and images as input. Choose Muse Spark Open for self-hosting and data control.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose Claude Haiku 5.5
Claude Haiku 5.5 scores 43.4 on the Artificial Analysis Intelligence Index, against 38.9 for Muse Spark Open.
Choose Claude Haiku 5.5
Claude Haiku 5.5 scores 82.7% on Long-context reasoning (AA-LCR), against 78.3% for Muse Spark Open.
Choose Muse Spark Open
Muse Spark Open has open weights, so you can run it on your own servers; Claude Haiku 5.5 is only available through its provider.
Choose Claude Haiku 5.5
Claude Haiku 5.5 accepts images as input; Muse Spark Open does not.
| Claude Haiku 5.5 | Muse Spark Open | |
|---|---|---|
| Provider | Anthropic | Meta |
| Category | Language models | Language models |
| Status | Generally available | Generally available |
| Headline price | $0.20 / 1M tokens | No data |
| Input | $0.10 / 1M tokens | No data |
| Output | $0.50 / 1M tokens | No data |
| Cached input | $0.01 / 1M tokens | No data |
| Context window | 1M | No data |
| Max output | 128k | No data |
| Released | October 2026 | Oct 15, 2026 |
| Knowledge cutoff | June 2026 | No data |
| Licence | Proprietary | Open weights |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Reasoning, Tool calling, Self-hostable |
| API model id | claude-haiku-5-5 |
Leader in bold.
| Benchmark | Claude Haiku 5.5 | Muse Spark Open |
|---|---|---|
| Intelligence Index | 43.4 | 38.9 |
| SciCode | 55% | 58.4% |
| Humanity's Last Exam | 44.4% | 43.9% |
| Long-context reasoning (AA-LCR) | 82.7% | 78.3% |
| GPQA Diamond | No data | 89% |
| MMMU-Pro (visual reasoning) | No data | 80.9% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Claude Haiku 5.5 for the hardest reasoning tasks, reasoning over long documents and images as input. Choose Muse Spark Open for self-hosting and data control.
A price comparison is not possible: one of them has no comparable published price.
Claude Haiku 5.5 is made by Anthropic and Muse Spark Open by Meta. A price comparison is not possible: one of them has no comparable published price. Only Claude Haiku 5.5 offers vision, structured output, prompt caching, batch api. Only Muse Spark Open offers self-hostable.