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Google: Gemma 4 26B A4B vs inclusionAI: Ring-2.6-1T

Last updated at: 2026-05-19

Metric Gemma 4 26B A4B Gemma 4 26B A4B none Release: 2026-04-03 Free Available Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score 6.3 7.2
Rank #89 #60
Reliability 10.0 9.9
Consistency 9.1 8.7
Tests Correct
Attempt pass rate 49.1% 66.7%
Flaky tests 2 3
Total Runs 57 57
Cost per result 0.063 0.000
Total Cost $0.005 $0.000
Input Price $0.060 / 1M $0.075 / 1M
Output Price $0.330 / 1M $0.625 / 1M
Output Tokens 1,796 21,752
Reasoning Tokens 0 42,754
Response Time (avg) 6.28s 61.29s
Response Time (max) 57.10s 304.19s
Response Time (total) 119.39s 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 26B A4B 8.3 10.0 75.0% 0 1.28s 230 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 26B A4B 4.7 1.6 66.7% 1 7.07s 448 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 26B A4B 3.0 10.0 0.0% 0 30.53s 309 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 26B A4B 10.0 10.0 100.0% 0 1.70s 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 26B A4B 3.6 7.2 22.2% 1 2.49s 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 26B A4B 4.0 10.0 0.0% 0 3.54s 85 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 26B A4B 6.3 10.0 50.0% 0 1.08s 75 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 26B A4B 6.2 10.0 33.3% 0 739ms 114 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 26B A4B 10.0 10.0 100.0% 0 57.10s 210 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 26B A4B 3.0 10.0 0.0% 0 778ms 13 0
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416

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