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Compared models

Last updated at: 2026-05-10

Metric Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available Gemini 3 Flash Preview Gemini 3 Flash Preview medium Release: 2025-12-17 Gemini 3 PRO Preview Gemini 3 PRO Preview medium Release: 2025-11-18 Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19
Score 8.2 10.0 8.4 9.6
Rank #14 #1 #10 #2
Reliability 6.7 10.0 N/A 10.0
Consistency 9.6 10.0 10.0 10.0
Tests Correct
Attempt pass rate 77.2% 100.0% 77.8% 94.7%
Flaky tests 1 0 0 0
Total Runs 57 57 57 57
Cost per result 0.158 1.722 1.406 3.300
Total Cost $0.023 $0.328 $0.197 $0.594
Input Price $0.130 / 1M $0.500 / 1M $0.000 / 1M $2.000 / 1M
Output Price $0.380 / 1M $3.000 / 1M $0.000 / 1M $12.000 / 1M
Output Tokens 14,426 1,985 1,508 1,944
Reasoning Tokens 37,964 102,122 10,084 41,839
Response Time (avg) 28.72s 11.43s 9.06s 15.15s
Response Time (max) 90.14s 74.66s 26.24s 40.61s
Response Time (total) 488.27s 217.10s 90.58s 181.78s

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
Gemma 4 31B 10.0 10.0 100.0% 0 12.89s 962 2,046
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 3.88s 330 3,216
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 14.99s 149 1,485
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 4.7 1.6 66.7% 1 70.97s 3,166 5,449
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 74.66s 432 48,771
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 0ms 0 0
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 19.88s 405 4,201
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 22.42s 351 10,485
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 10.37s 351 952
Gemini 3.1 Pro Preview 9.5 10.0 100.0% 0 40.61s 432 9,281
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.43s 279 4,893
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 10.84s 279 3,156
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.72s 279 3,904
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 15.27s 12 21,684
Gemini 3 PRO Preview 5.3 10.0 33.3% 0 7.01s 15 1,195
Gemini 3.1 Pro Preview 7.7 10.0 66.7% 0 32.73s 18 12,424
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.19s 72 1,905
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 9.34s 78 374
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 4.04s 72 2,709
Gemini 3 PRO Preview 9.8 10.0 100.0% 0 3.26s 69 754
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 9.9 10.0 100.0% 0 27.63s 1,797 5,596
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.48s 192 4,647
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 3.91s 243 1,197
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
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
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 12.60s 234 1,487
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 11.96s 324 971
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Trivia 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 90.14s 1,692 10,014
Gemini 3 Flash Preview 10.0 10.0 100.0% 0 5.50s 11 2,325
Gemini 3 PRO Preview 0.0 0.0 0.0% 0 0ms 0 0
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 6.27s 12 1,297

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