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inclusionAI: Ring-2.6-1T vs OpenAI: GPT-5.5

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 GPT-5.5 GPT-5.5 low Release: 2026-04-24
Score 7.2 8.9
Rank #61 #8
Reliability 9.9 10.0
Consistency 8.7 10.0
Tests Correct
Attempt pass rate 66.7% 85.0%
Flaky tests 3 0
Total Runs 60 60
Cost per result 0.000 4.833
Total Cost $0.000 $0.822
Input Price $0.075 / 1M $5.000 / 1M
Output Price $0.625 / 1M $30.000 / 1M
Output Tokens 21,752 2,025
Reasoning Tokens 42,754 20,092
Response Time (avg) 61.29s 9.43s
Response Time (max) 304.19s 56.19s
Response Time (total) 1164.50s 188.66s

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-5.5 10.0 10.0 100.0% 0 4.41s 238 1,020
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-5.5 10.0 10.0 100.0% 0 14.42s 402 4,034
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-5.5 10.0 10.0 100.0% 0 9.56s 303 717
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-5.5 10.0 10.0 100.0% 0 3.28s 228 157
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-5.5 5.3 10.0 33.3% 0 28.05s 69 11,609
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-5.5 10.0 10.0 100.0% 0 5.17s 133 245
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-5.5 9.9 10.0 100.0% 0 3.74s 93 415
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-5.5 10.0 10.0 100.0% 0 4.74s 279 954
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-5.5 10.0 10.0 100.0% 0 4.96s 250 101
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-5.5 3.0 10.0 0.0% 0 10.06s 30 840

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