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Anthropic: Claude Sonnet 4.6 vs Google: Gemma 4 31B

Last updated at: 2026-04-16

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 medium Release: 2026-02-17 Gemma 4 31B Gemma 4 31B none Release: 2026-04-02 Free Available
Score 8.0 6.9
Rank #26 #47
Consistency 9.5 10.0
Tests Correct
Attempt pass rate 74.1% 55.6%
Flaky tests 1 0
Total Runs 54 54
Cost per result 8.930 0.024
Total Cost $1.161 $0.003
Input Price $3.000 / 1M $0.130 / 1M
Output Price $15.000 / 1M $0.380 / 1M
Output Tokens 42,068 1,359
Reasoning Tokens 26,784 0
Response Time (avg) 12.66s 4.02s
Response Time (max) 46.35s 26.13s
Response Time (total) 126.62s 64.33s

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
Claude Sonnet 4.6 6.5 10.0 50.0% 0 2.98s 1,046 1,093
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 35.76s 6,894 2,097
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 46.35s 5,871 3,962
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 13.90s 649 742
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
Claude Sonnet 4.6 2.9 7.2 11.1% 1 0ms 25,790 16,919
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.94s 256 433
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 2.61s 318 552
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.80s 589 635
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 7.48s 655 351
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0

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