Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.
DeepSeek V3.2 is clearly ahead on the aggregate, 72 to 39. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
DeepSeek V3.2's sharpest advantage is in multilingual, where it averages 84 against 80.6. The single biggest benchmark swing on the page is GPQA, 83 to 56.1. Phi-4 does hit back in coding, so the answer changes if that is the part of the workload you care about most.
DeepSeek V3.2 gives you the larger context window at 128K, compared with 16K for Phi-4.
Pick DeepSeek V3.2 if you want the stronger benchmark profile. Phi-4 only becomes the better choice if coding is the priority.
DeepSeek V3.2
68.5
Phi-4
70.5
DeepSeek V3.2
53.3
Phi-4
82.6
DeepSeek V3.2
84
Phi-4
80.6
DeepSeek V3.2 is ahead overall, 72 to 39. The biggest single separator in this matchup is GPQA, where the scores are 83 and 56.1.
Phi-4 has the edge for knowledge tasks in this comparison, averaging 70.5 versus 68.5. Inside this category, GPQA is the benchmark that creates the most daylight between them.
Phi-4 has the edge for coding in this comparison, averaging 82.6 versus 53.3. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
DeepSeek V3.2 has the edge for multilingual tasks in this comparison, averaging 84 versus 80.6. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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