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DeepSeek: DeepSeek V3.2 vs Google: Gemma 4 31B

Last updated at: 2026-04-02

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Gemma 4 31B Gemma 4 31B none Release: 2026-04-02
Score 8.2 6.7
Rank #15 #47
Consistency 8.5 10.0
Tests Correct
Attempt pass rate 80.4% 52.9%
Flaky tests 3 0
Total Runs 51 51
Cost per result 0.215 0.023
Total Cost $0.026 $0.002
Input Price $0.260 / 1M $0.140 / 1M
Output Price $0.380 / 1M $0.400 / 1M
Output Tokens 9,994 660
Reasoning Tokens 41,719 0
Response Time (avg) 38.49s 2.55s
Response Time (max) 93.11s 4.68s
Response Time (total) 654.41s 38.20s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 8.4 9.9 75.0% 0 30.72s 3,773 7,523
Gemma 4 31B 6.5 10.0 50.0% 0 1.85s 45 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 93.11s 571 6,296
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 36.09s 207 7,693
Gemma 4 31B 10.0 10.0 100.0% 0 2.25s 285 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.3 7.2 44.4% 1 39.32s 3,081 7,856
Gemma 4 31B 7.7 10.0 66.7% 0 3.22s 27 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.4 2.5 66.7% 1 31.30s 68 2,366
Gemma 4 31B 10.0 10.0 100.0% 0 2.09s 117 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 35.78s 1,397 2,845
Gemma 4 31B 6.5 10.0 50.0% 0 2.84s 78 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 8.2 7.2 88.9% 1 36.87s 390 6,281
Gemma 4 31B 5.5 10.0 33.3% 0 2.95s 108 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0

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