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

Last updated at: 2026-05-10

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available
Score 7.2 8.2
Rank #63 #14
Reliability 10.0 6.7
Consistency 9.6 9.6
Tests Correct
Attempt pass rate 61.4% 77.2%
Flaky tests 1 1
Total Runs 57 57
Cost per result 2.441 0.158
Total Cost $0.269 $0.023
Input Price $3.000 / 1M $0.130 / 1M
Output Price $15.000 / 1M $0.380 / 1M
Output Tokens 7,864 14,426
Reasoning Tokens 0 37,964
Response Time (avg) 4.96s 28.72s
Response Time (max) 23.84s 90.14s
Response Time (total) 59.50s 488.27s

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 4.8 10.0 25.0% 0 2.94s 1,214 0
Gemma 4 31B 10.0 10.0 100.0% 0 12.89s 962 2,046
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 3.67s 523 0
Gemma 4 31B 4.7 1.6 66.7% 1 70.97s 3,166 5,449
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 3,766 0
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 3.43s 252 0
Gemma 4 31B 10.0 10.0 100.0% 0 21.11s 1,822 2,951
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
Gemma 4 31B 7.7 10.0 66.7% 0 38.48s 4,349 8,985
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
Gemma 4 31B 10.0 10.0 100.0% 0 9.57s 105 888
Instructions following 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 1.96s 90 0
Gemma 4 31B 10.0 10.0 100.0% 0 12.76s 533 2,035
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.92s 536 0
Gemma 4 31B 9.9 10.0 100.0% 0 27.63s 1,797 5,596
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 4.11s 447 0
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
Claude Sonnet 4.6 3.0 10.0 0.0% 0 4.67s 431 0
Gemma 4 31B 3.0 10.0 0.0% 0 90.14s 1,692 10,014

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