Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude 3.5 Sonnet
42
Claude Mythos Preview
99
Verified leaderboard positions: Claude 3.5 Sonnet unranked · Claude Mythos Preview #1
Pick Claude Mythos Preview if you want the stronger benchmark profile. Claude 3.5 Sonnet only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
Coding
+34.8 difference
Knowledge
+15.5 difference
Claude 3.5 Sonnet
Claude Mythos Preview
$null / $null
$25 / $125
N/A
N/A
N/A
N/A
200K
1M
Pick Claude Mythos Preview if you want the stronger benchmark profile. Claude 3.5 Sonnet only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
Claude Mythos Preview is clearly ahead on the provisional aggregate, 99 to 42. 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 coding, where it averages 83.8 against 49. The single biggest benchmark swing on the page is SWE-bench Verified, 49% to 93.9%.
Claude Mythos Preview is the reasoning model in the pair, while Claude 3.5 Sonnet is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Claude Mythos Preview gives you the larger context window at 1M, compared with 200K for Claude 3.5 Sonnet.
Claude Mythos Preview is ahead on BenchLM's provisional leaderboard, 99 to 42. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 49% and 93.9%.
Claude Mythos Preview has the edge for knowledge tasks in this comparison, averaging 74.9 versus 59.4. 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 49. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
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