Head-to-head comparison across 4benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Muse Spark
82
Qwen3.7 Max
93
Verified leaderboard positions: Muse Spark unranked · Qwen3.7 Max #2
Pick Qwen3.7 Max if you want the stronger benchmark profile. Muse Spark only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Agentic
+10.7 difference
Coding
+11.9 difference
Reasoning
+47.9 difference
Knowledge
+20.8 difference
Muse Spark
Qwen3.7 Max
N/A
$null / $null
N/A
N/A
N/A
N/A
262K
1M
Pick Qwen3.7 Max if you want the stronger benchmark profile. Muse Spark only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Qwen3.7 Max is clearly ahead on the provisional aggregate, 93 to 82. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.7 Max's sharpest advantage is in reasoning, where it averages 90.4 against 42.5. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 59% to 69.7%.
Qwen3.7 Max gives you the larger context window at 1M, compared with 262K for Muse Spark.
Qwen3.7 Max is ahead on BenchLM's provisional leaderboard, 93 to 82. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 59% and 69.7%.
Qwen3.7 Max has the edge for knowledge tasks in this comparison, averaging 71.2 versus 50.4. Inside this category, HLE is the benchmark that creates the most daylight between them.
Qwen3.7 Max has the edge for coding in this comparison, averaging 73.6 versus 61.7. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
Qwen3.7 Max has the edge for reasoning in this comparison, averaging 90.4 versus 42.5. Muse Spark stays close enough that the answer can still flip depending on your workload.
Qwen3.7 Max has the edge for agentic tasks in this comparison, averaging 69.7 versus 59. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
For engineers, researchers, and the plain curious — a weekly brief on new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.