Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Mythos Preview
99
Mellum2-12B-A2.5B-Thinking
59
Verified leaderboard positions: Claude Mythos Preview #1 · Mellum2-12B-A2.5B-Thinking unranked
Pick Claude Mythos Preview if you want the stronger benchmark profile. Mellum2-12B-A2.5B-Thinking only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Coding
+13.9 difference
Knowledge
+17.3 difference
Claude Mythos Preview
Mellum2-12B-A2.5B-Thinking
$25 / $125
N/A
N/A
N/A
N/A
N/A
1M
128K
Pick Claude Mythos Preview if you want the stronger benchmark profile. Mellum2-12B-A2.5B-Thinking only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Claude Mythos Preview is clearly ahead on the provisional aggregate, 99 to 59. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Mythos Preview's sharpest advantage is in knowledge, where it averages 74.9 against 57.6. The single biggest benchmark swing on the page is GPQA, 94.5% to 57.6%.
Claude Mythos Preview gives you the larger context window at 1M, compared with 128K for Mellum2-12B-A2.5B-Thinking.
Claude Mythos Preview is ahead on BenchLM's provisional leaderboard, 99 to 59. The biggest single separator in this matchup is GPQA, where the scores are 94.5% and 57.6%.
Claude Mythos Preview has the edge for knowledge tasks in this comparison, averaging 74.9 versus 57.6. Inside this category, GPQA is the benchmark that creates the most daylight between them.
Claude Mythos Preview has the edge for coding in this comparison, averaging 83.8 versus 69.9. Mellum2-12B-A2.5B-Thinking stays close enough that the answer can still flip depending on your workload.
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