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

Last updated at: 2026-05-10

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Gemma 4 31B Gemma 4 31B none Release: 2026-04-02 Free Available
Score 7.2 6.9
Rank #61 #66
Reliability 10.0 10.0
Consistency 7.5 10.0
Tests Correct
Attempt pass rate 72.8% 52.6%
Flaky tests 6 0
Total Runs 57 57
Cost per result 0.278 0.025
Total Cost $0.031 $0.003
Input Price $0.252 / 1M $0.130 / 1M
Output Price $0.378 / 1M $0.380 / 1M
Output Tokens 7,035 1,371
Reasoning Tokens 53,765 0
Response Time (avg) 46.06s 3.86s
Response Time (max) 180.92s 26.13s
Response Time (total) 875.23s 65.57s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 9.2 10.0 100.0% 0 24.23s 3,247 6,953
Gemma 4 31B 6.5 10.0 50.0% 0 1.85s 45 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 4.7 1.6 66.7% 1 180.92s 626 6,792
Gemma 4 31B 10.0 10.0 100.0% 0 26.13s 699 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 2.9 4.4 22.2% 2 24.27s 21 6,838
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 3.8 2.5 50.0% 1 58.29s 49 2,189
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 6.7 5.0 66.7% 2 36.87s 390 6,281
Gemma 4 31B 6.5 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
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.0 10.0 0.0% 0 83.99s 20 7,019
Gemma 4 31B 3.0 10.0 0.0% 0 1.25s 12 0

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