AI BENCHY Compare

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 medium Release: 2026-05-10

Metric	Gemma 4 26B A4B Gemma 4 26B A4B medium Release: 2026-04-03 Free Available	Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score	7.7	7.2
Rank	#43	#60
Reliability	10.0	9.9
Consistency	8.7	8.7
Tests Correct
Attempt pass rate	73.7%	66.7%
Flaky tests	3	3
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	21,752
Reasoning Tokens	61,536	42,754
Response Time (avg)	33.69s	61.29s
Response Time (max)	180.87s	304.19s
Response Time (total)	606.35s	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	10.0	10.0	100.0%	0		6.20s	1,142	3,045
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	2.8	10.0	0.0%	0		147.47s	3,516	4,676
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	9.6	10.0	100.0%	0		73.55s	5,415	13,112
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		16.51s	1,567	2,827
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	2.9	4.4	22.2%	2		23.62s	2,469	7,105
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	10.0	10.0	100.0%	0		29.76s	25	5,075
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	10.0	10.0	100.0%	0		17.54s	887	4,470
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	7.7	7.3	77.8%	1		8.52s	457	3,065
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		9.01s	450	1,256
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		180.87s	797	16,905
Ring-2.6-1T	3.0	10.0	0.0%	0		113.91s	4,295	4,416

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