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inclusionAI: Ring-2.6-1T vs OpenAI: GPT-4o-mini

Last updated at: 2026-05-19

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 GPT-4o-mini GPT-4o-mini none Release: 2024-07-18
Score 7.2 4.9
Rank #60 #134
Reliability 9.9 10.0
Consistency 8.7 9.9
Tests Correct
Attempt pass rate 66.7% 26.3%
Flaky tests 3 0
Total Runs 57 57
Cost per result 0.000 0.099
Total Cost $0.000 $0.005
Input Price $0.075 / 1M $0.150 / 1M
Output Price $0.625 / 1M $0.600 / 1M
Output Tokens 21,752 1,962
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 1.90s
Response Time (max) 304.19s 7.58s
Response Time (total) 1164.50s 22.79s

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
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
GPT-4o-mini 4.8 10.0 25.0% 0 1.34s 186 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
GPT-4o-mini 3.0 8.7 0.0% 0 2.55s 347 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
GPT-4o-mini 3.0 10.0 0.0% 0 7.58s 568 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
GPT-4o-mini 10.0 10.0 100.0% 0 1.27s 183 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
GPT-4o-mini 3.0 10.0 0.0% 0 637ms 15 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
GPT-4o-mini 4.0 10.0 0.0% 0 909ms 66 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
GPT-4o-mini 6.3 10.0 50.0% 0 1.27s 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
GPT-4o-mini 3.5 10.0 0.0% 0 1.30s 308 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
GPT-4o-mini 10.0 10.0 100.0% 0 2.51s 205 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416
GPT-4o-mini 3.0 10.0 0.0% 0 794ms 15 0

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