Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Hy3 Preview
62
Muse Spark
82
Pick Muse Spark if you want the stronger benchmark profile. Hy3 Preview only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Agentic
+4.6 difference
Coding
+1.7 difference
Knowledge
+3.7 difference
Hy3 Preview
Muse Spark
$0 / $0
N/A
N/A
N/A
N/A
N/A
256K
262K
Pick Muse Spark if you want the stronger benchmark profile. Hy3 Preview only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Muse Spark is clearly ahead on the provisional aggregate, 82 to 62. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Muse Spark's sharpest advantage is in agentic, where it averages 59 against 54.4. The single biggest benchmark swing on the page is HLE, 25.5% to 50.4%.
Muse Spark gives you the larger context window at 262K, compared with 256K for Hy3 Preview.
Muse Spark is ahead on BenchLM's provisional leaderboard, 82 to 62. The biggest single separator in this matchup is HLE, where the scores are 25.5% and 50.4%.
Muse Spark has the edge for knowledge tasks in this comparison, averaging 50.4 versus 46.7. Inside this category, HLE is the benchmark that creates the most daylight between them.
Muse Spark has the edge for coding in this comparison, averaging 61.7 versus 60. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Muse Spark has the edge for agentic tasks in this comparison, averaging 59 versus 54.4. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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