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Anthropic: Claude Sonnet 4.6 vs Google: Gemma 4 26B A4B

Last updated at: 2026-05-19

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 Gemma 4 26B A4B Gemma 4 26B A4B medium Release: 2026-04-03 Free Available
Score 7.2 7.7
Rank #68 #43
Reliability 10.0 10.0
Consistency 9.6 8.7
Tests Correct
Attempt pass rate 61.4% 73.7%
Flaky tests 1 3
Total Runs 57 57
Cost per result 2.441 0.260
Total Cost $0.269 $0.034
Input Price $3.000 / 1M $0.060 / 1M
Output Price $15.000 / 1M $0.330 / 1M
Output Tokens 7,864 16,725
Reasoning Tokens 0 61,536
Response Time (avg) 4.96s 33.69s
Response Time (max) 23.84s 180.87s
Response Time (total) 59.50s 606.35s

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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 26B A4B 10.0 10.0 100.0% 0 6.20s 1,142 3,045
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 26B A4B 2.8 10.0 0.0% 0 147.47s 3,516 4,676
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 26B A4B 9.6 10.0 100.0% 0 73.55s 5,415 13,112
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 26B A4B 10.0 10.0 100.0% 0 16.51s 1,567 2,827
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 26B A4B 2.9 4.4 22.2% 2 23.62s 2,469 7,105
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 26B A4B 10.0 10.0 100.0% 0 29.76s 25 5,075
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 26B A4B 10.0 10.0 100.0% 0 17.54s 887 4,470
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 26B A4B 7.7 7.3 77.8% 1 8.52s 457 3,065
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 26B A4B 10.0 10.0 100.0% 0 9.01s 450 1,256
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 26B A4B 3.0 10.0 0.0% 0 180.87s 797 16,905

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