Muse Spark vs o1-pro
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Muse Spark leads for most workloads.
Based on BenchLM composite scores, July 2026.
Muse Spark
76
o1-pro
31
Pick Muse Spark if you want the stronger benchmark profile. o1-pro only becomes the better choice if knowledge is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Muse Spark | Δ | o1-pro |
|---|---|---|---|
| Knowledge | 50.4 | → 28.6 | 79.0 |
| Agentic | 59.0 | — | — |
| Coding | 61.7 | — | — |
| Reasoning | 42.5 | — | — |
| Multimodal | 82.5 | — | — |
Operational Comparison
Muse Spark
o1-pro
N/A
$150 / $600
N/A
N/A
N/A
N/A
262K
200K
Quick Verdict
Pick Muse Spark if you want the stronger benchmark profile. o1-pro only becomes the better choice if knowledge is the priority.
Muse Spark is clearly ahead on the provisional aggregate, 76 to 31. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Muse Spark gives you the larger context window at 262K, compared with 200K for o1-pro.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Muse Spark or o1-pro?
Muse Spark is ahead on BenchLM's provisional leaderboard, 76 to 31.
Which is better for knowledge tasks, Muse Spark or o1-pro?
o1-pro has the edge for knowledge tasks in this comparison, averaging 79 versus 50.4. Inside this category, Artificial Analysis Intelligence Index is the benchmark that creates the most daylight between them.
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