Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Gemma 4 12B
53
Mistral Medium 3.5 128B
78
Pick Mistral Medium 3.5 128B if you want the stronger benchmark profile. Gemma 4 12B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Coding
+5.6 difference
Gemma 4 12B
Mistral Medium 3.5 128B
N/A
$1.5 / $7.5
N/A
N/A
N/A
N/A
256K
256K
Pick Mistral Medium 3.5 128B if you want the stronger benchmark profile. Gemma 4 12B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Mistral Medium 3.5 128B is clearly ahead on the provisional aggregate, 78 to 53. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Mistral Medium 3.5 128B's sharpest advantage is in coding, where it averages 77.6 against 72.
Mistral Medium 3.5 128B is ahead on BenchLM's provisional leaderboard, 78 to 53.
Mistral Medium 3.5 128B has the edge for coding in this comparison, averaging 77.6 versus 72. Gemma 4 12B stays close enough that the answer can still flip depending on your workload.
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