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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 medium Release: 2026-04-03 Free Available Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10
Score 7.7 7.2
Rank #43 #62
Reliability 10.0 9.8
Consistency 8.7 9.1
Tests Correct
Attempt pass rate 73.7% 62.5%
Flaky tests 3 2
Total Runs 57 57
Cost per result 0.260 0.000
Total Cost $0.034 $0.000
Input Price $0.060 / 1M $0.075 / 1M
Output Price $0.330 / 1M $0.625 / 1M
Output Tokens 16,725 39,954
Reasoning Tokens 61,536 0
Response Time (avg) 33.69s 55.10s
Response Time (max) 180.87s 143.82s
Response Time (total) 606.35s 881.55s

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 10.0 10.0 100.0% 0 6.20s 1,142 3,045
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 5,575 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 26B A4B 2.8 10.0 0.0% 0 147.47s 3,516 4,676
Ring-2.6-1T 10.0 10.0 100.0% 0 143.82s 5,036 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 26B A4B 9.6 10.0 100.0% 0 73.55s 5,415 13,112
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
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 16.51s 1,567 2,827
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 1,529 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 26B A4B 2.9 4.4 22.2% 2 23.62s 2,469 7,105
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 17,728 0
General Intelligence 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 29.76s 25 5,075
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 846 0
Instructions following 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 17.54s 887 4,470
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 2,004 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemma 4 26B A4B 7.7 7.3 77.8% 1 8.52s 457 3,065
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 3,469 0
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 9.01s 450 1,256
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
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% 0 180.87s 797 16,905
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0

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