DeepSeek V3.2 vs MiniCPM5-1B
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
DeepSeek V3.2 leads for most workloads.
Based on BenchLM composite scores, July 2026.
DeepSeek V3.2
54
MiniCPM5-1B
36
Pick DeepSeek V3.2 if you want the stronger benchmark profile. MiniCPM5-1B only becomes the better choice if mathematics is the priority or you need the larger 131K context window.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | DeepSeek V3.2 | Δ | MiniCPM5-1B |
|---|---|---|---|
| Math | 17.1 | → 16.0 | 33.1 |
| Coding | 60.9 | — | — |
| Knowledge | — | — | 44.1 |
| Inst. Following | — | — | 58.5 |
Operational Comparison
DeepSeek V3.2
MiniCPM5-1B
$0.28 / $0.42
N/A
35 t/s
N/A
3.75s
N/A
128K
131K
Quick Verdict
Pick DeepSeek V3.2 if you want the stronger benchmark profile. MiniCPM5-1B only becomes the better choice if mathematics is the priority or you need the larger 131K context window.
DeepSeek V3.2 is clearly ahead on the provisional aggregate, 54 to 36. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiniCPM5-1B is the reasoning model in the pair, while DeepSeek V3.2 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. MiniCPM5-1B gives you the larger context window at 131K, compared with 128K for DeepSeek V3.2.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, DeepSeek V3.2 or MiniCPM5-1B?
DeepSeek V3.2 is ahead on BenchLM's provisional leaderboard, 54 to 36.
Which is better for math, DeepSeek V3.2 or MiniCPM5-1B?
MiniCPM5-1B has the edge for math in this comparison, averaging 33.1 versus 17.1. DeepSeek V3.2 stays close enough that the answer can still flip depending on your workload.
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