Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.
Mistral 8x7B is clearly ahead on the aggregate, 57 to 39. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Mistral 8x7B gives you the larger context window at 32K, compared with 16K for Phi-4.
Pick Mistral 8x7B if you want the stronger benchmark profile. Phi-4 only becomes the better choice if coding is the priority.
Mistral 8x7B
54
Phi-4
70.5
Mistral 8x7B
35.3
Phi-4
82.6
Mistral 8x7B
74
Phi-4
80.6
Mistral 8x7B is ahead overall, 57 to 39. The biggest single separator in this matchup is HumanEval, where the scores are 55 and 82.6.
Phi-4 has the edge for knowledge tasks in this comparison, averaging 70.5 versus 54. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Phi-4 has the edge for coding in this comparison, averaging 82.6 versus 35.3. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
Phi-4 has the edge for multilingual tasks in this comparison, averaging 80.6 versus 74. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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