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Google: Gemma 4 31B vs OpenAI: GPT-5.4

Last updated at: 2026-04-02

Metric Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 GPT-5.4 GPT-5.4 medium Release: 2026-03-05
Score 8.6 8.1
Rank #5 #18
Consistency 9.6 8.6
Tests Correct
Attempt pass rate 80.4% 78.4%
Flaky tests 1 3
Total Runs 51 51
Cost per result 0.109 6.613
Total Cost $0.015 $0.794
Input Price $0.140 / 1M $2.500 / 1M
Output Price $0.400 / 1M $15.000 / 1M
Output Tokens 9,568 1,780
Reasoning Tokens 22,501 46,687
Response Time (avg) 21.81s 18.95s
Response Time (max) 68.92s 100.41s
Response Time (total) 327.16s 322.23s

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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
Gemma 4 31B 10.0 10.0 100.0% 0 12.89s 962 2,046
GPT-5.4 8.3 10.0 75.0% 0 4.11s 240 1,511
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
GPT-5.4 10.0 10.0 100.0% 0 20.57s 301 3,543
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 10.0 10.0 100.0% 0 21.11s 1,822 2,951
GPT-5.4 10.0 10.0 100.0% 0 5.32s 234 804
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 7.7 10.0 66.7% 0 38.48s 4,349 8,985
GPT-5.4 5.3 7.2 44.4% 1 74.27s 61 34,748
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 10.0 10.0 100.0% 0 9.57s 105 888
GPT-5.4 4.7 3.1 33.3% 1 4.92s 145 321
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 10.0 10.0 100.0% 0 12.76s 533 2,035
GPT-5.4 10.0 10.0 100.0% 0 3.11s 93 897
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 8.8 7.9 88.9% 1 27.63s 1,797 5,596
GPT-5.4 8.2 7.2 88.9% 1 9.13s 442 3,832
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
GPT-5.4 10.0 10.0 100.0% 0 13.28s 264 1,031

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