Compare · ModelsLive · 2 picked · head to head
DeepSeek V3.2 vs Gemma 4 31B
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Gemma 4 31B wins on 6/8 benchmarks
Gemma 4 31B wins 6 of 8 shared benchmarks. Leads in reasoning · language · math.
Category leads
coding·DeepSeek V3.2reasoning·Gemma 4 31Blanguage·Gemma 4 31Bmath·Gemma 4 31Bknowledge·Gemma 4 31B
Hype vs Reality
Attention vs performance
DeepSeek V3.2
#108 by perf·no signal
Gemma 4 31B
#45 by perf·no signal
Best value
Gemma 4 31B
1.4x better value than DeepSeek V3.2
DeepSeek V3.2
191.0 pts/$
$0.27/M
Gemma 4 31B
262.1 pts/$
$0.23/M
Vendor risk
Mixed exposure
One or more vendors flagged
DeepSeek
$3.4B·Tier 1
Google DeepMind
$4.00T·Tier 1
Head to head
8 benchmarks · 2 models
DeepSeek V3.2Gemma 4 31B
LiveBench · Agentic Coding
DeepSeek V3.2 leads by +6.7
DeepSeek V3.2
46.7
Gemma 4 31B
40.0
LiveBench · Coding
DeepSeek V3.2 leads by +15.4
DeepSeek V3.2
75.7
Gemma 4 31B
60.3
LiveBench · Data Analysis
Gemma 4 31B leads by +13.7
DeepSeek V3.2
45.0
Gemma 4 31B
58.8
LiveBench · If
Gemma 4 31B leads by +44.5
DeepSeek V3.2
23.1
Gemma 4 31B
67.6
LiveBench · Language
Gemma 4 31B leads by +7.1
DeepSeek V3.2
64.2
Gemma 4 31B
71.3
LiveBench · Mathematics
Gemma 4 31B leads by +10.0
DeepSeek V3.2
64.0
Gemma 4 31B
73.9
LiveBench · Overall
Gemma 4 31B leads by +9.8
DeepSeek V3.2
51.8
Gemma 4 31B
61.6
LiveBench · Reasoning
Gemma 4 31B leads by +15.2
DeepSeek V3.2
44.3
Gemma 4 31B
59.4
Full benchmark table
| Benchmark | DeepSeek V3.2 | Gemma 4 31B |
|---|---|---|
LiveBench · Agentic Coding | 46.7 | 40.0 |
LiveBench · Coding | 75.7 | 60.3 |
LiveBench · Data Analysis | 45.0 | 58.8 |
LiveBench · If | 23.1 | 67.6 |
LiveBench · Language | 64.2 | 71.3 |
LiveBench · Mathematics | 64.0 | 73.9 |
LiveBench · Overall | 51.8 | 61.6 |
LiveBench · Reasoning | 44.3 | 59.4 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.21 | $0.32 | 131K tokens (~66 books) | $2.41 | |
| $0.12 | $0.35 | 262K tokens (~131 books) | $1.77 |