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Google: Gemma 4 31B vs Ring 2.6 1t

Last updated at: 2026-05-10

Metric Gemma 4 31B Gemma 4 31B none Release: 2026-04-02 Free Available Ring 2.6 1t Ring 2.6 1t medium Release: 2026-05-10 Free Available
Score 6.9 7.2
Rank #66 #55
Reliability 10.0 9.9
Consistency 10.0 8.7
Tests Correct
Attempt pass rate 52.6% 66.7%
Flaky tests 0 3
Total Runs 57 57
Cost per result 0.025 0.000
Total Cost $0.003 $0.000
Input Price $0.130 / 1M $0.000 / 1M
Output Price $0.380 / 1M $0.000 / 1M
Output Tokens 1,371 21,752
Reasoning Tokens 0 42,754
Response Time (avg) 3.86s 61.29s
Response Time (max) 26.13s 304.19s
Response Time (total) 65.57s 1164.50s

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 6.5 10.0 50.0% 0 1.85s 45 0
Ring 2.6 1t 10.0 10.0 100.0% 0 42.21s 3,833 4,891
Coding 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 26.13s 699 0
Ring 2.6 1t 10.0 10.0 100.0% 0 59.65s 1,369 3,985
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
Ring 2.6 1t 10.0 10.0 100.0% 0 304.19s 324 6,088
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 2.25s 285 0
Ring 2.6 1t 6.5 10.0 50.0% 0 37.36s 840 1,937
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 3.22s 27 0
Ring 2.6 1t 3.5 4.4 33.3% 2 64.92s 9,744 15,013
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 2.09s 117 0
Ring 2.6 1t 4.1 10.0 0.0% 0 58.26s 150 583
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 6.5 10.0 50.0% 0 2.84s 78 0
Ring 2.6 1t 9.8 10.0 100.0% 0 11.78s 266 1,831
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 31B 6.5 10.0 33.3% 0 2.95s 108 0
Ring 2.6 1t 5.9 7.2 55.6% 1 20.73s 697 2,479
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
Ring 2.6 1t 10.0 10.0 100.0% 0 104.44s 234 1,531
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 1.25s 12 0
Ring 2.6 1t 3.0 10.0 0.0% 0 113.91s 4,295 4,416

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