Head-to-head comparison across 5benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Muse Spark
81
Qwen3.7 Plus
87
Verified leaderboard positions: Muse Spark unranked · Qwen3.7 Plus #3
Pick Qwen3.7 Plus if you want the stronger benchmark profile. Muse Spark only becomes the better choice if multimodal & grounded is the priority.
Agentic
+12.7 difference
Coding
+9.4 difference
Reasoning
+49.2 difference
Knowledge
+17.5 difference
Multimodal
+1.1 difference
Muse Spark
Qwen3.7 Plus
N/A
N/A
N/A
N/A
N/A
N/A
262K
1M
Pick Qwen3.7 Plus if you want the stronger benchmark profile. Muse Spark only becomes the better choice if multimodal & grounded is the priority.
Qwen3.7 Plus is clearly ahead on the provisional aggregate, 87 to 81. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.7 Plus's sharpest advantage is in reasoning, where it averages 91.7 against 42.5. The single biggest benchmark swing on the page is HLE, 50.4% to 34.7%. Muse Spark does hit back in multimodal & grounded, so the answer changes if that is the part of the workload you care about most.
Qwen3.7 Plus gives you the larger context window at 1M, compared with 262K for Muse Spark.
Qwen3.7 Plus is ahead on BenchLM's provisional leaderboard, 87 to 81. The biggest single separator in this matchup is HLE, where the scores are 50.4% and 34.7%.
Qwen3.7 Plus has the edge for knowledge tasks in this comparison, averaging 67.9 versus 50.4. Inside this category, HLE is the benchmark that creates the most daylight between them.
Qwen3.7 Plus has the edge for coding in this comparison, averaging 71.1 versus 61.7. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
Qwen3.7 Plus has the edge for reasoning in this comparison, averaging 91.7 versus 42.5. Inside this category, CritPt is the benchmark that creates the most daylight between them.
Qwen3.7 Plus has the edge for agentic tasks in this comparison, averaging 71.7 versus 59. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Muse Spark has the edge for multimodal and grounded tasks in this comparison, averaging 82.2 versus 81.1. Inside this category, SimpleVQA is the benchmark that creates the most daylight between them.
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