Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
DeepSeek V4 Flash (High)
71
Gemma 4 12B
53
Verified leaderboard positions: DeepSeek V4 Flash (High) #26 · Gemma 4 12B unranked
Pick DeepSeek V4 Flash (High) if you want the stronger benchmark profile. Gemma 4 12B only becomes the better choice if knowledge is the priority.
Coding
+0.2 difference
Knowledge
+20.6 difference
DeepSeek V4 Flash (High)
Gemma 4 12B
$0.14 / $0.28
N/A
N/A
N/A
N/A
N/A
1M
256K
Pick DeepSeek V4 Flash (High) if you want the stronger benchmark profile. Gemma 4 12B only becomes the better choice if knowledge is the priority.
DeepSeek V4 Flash (High) is clearly ahead on the provisional aggregate, 71 to 53. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
DeepSeek V4 Flash (High)'s sharpest advantage is in coding, where it averages 72.2 against 72. The single biggest benchmark swing on the page is LiveCodeBench, 88.4% to 72%. Gemma 4 12B does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.
DeepSeek V4 Flash (High) gives you the larger context window at 1M, compared with 256K for Gemma 4 12B.
DeepSeek V4 Flash (High) is ahead on BenchLM's provisional leaderboard, 71 to 53. The biggest single separator in this matchup is LiveCodeBench, where the scores are 88.4% and 72%.
Gemma 4 12B has the edge for knowledge tasks in this comparison, averaging 77.8 versus 57.2. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.
DeepSeek V4 Flash (High) has the edge for coding in this comparison, averaging 72.2 versus 72. Inside this category, LiveCodeBench is the benchmark that creates the most daylight between them.
For engineers, researchers, and the plain curious — a weekly brief on new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.