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Ring 2.6 1t vs OpenAI: GPT-5.4 Mini

Last updated at: 2026-05-10

Metric Ring 2.6 1t Ring 2.6 1t none Release: 2026-05-10 Free Available GPT-5.4 Mini GPT-5.4 Mini medium Release: 2026-03-17
Score 7.2 7.2
Rank #57 #62
Reliability 9.8 10.0
Consistency 9.1 7.9
Tests Correct
Attempt pass rate 62.5% 68.4%
Flaky tests 2 5
Total Runs 57 57
Cost per result 0.000 3.443
Total Cost $0.000 $0.345
Input Price $0.000 / 1M $0.750 / 1M
Output Price $0.000 / 1M $4.500 / 1M
Output Tokens 39,954 2,163
Reasoning Tokens 0 69,741
Response Time (avg) 55.10s 16.00s
Response Time (max) 143.82s 102.91s
Response Time (total) 881.55s 303.99s

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 9.2 8.4 91.7% 1 43.33s 5,575 0
GPT-5.4 Mini 8.6 7.9 91.7% 1 4.05s 296 2,876
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% 0 143.82s 5,036 0
GPT-5.4 Mini 10.0 10.0 100.0% 0 7.76s 423 1,548
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 0.0 0.0 0.0% 0 0ms 0 0
GPT-5.4 Mini 10.0 10.0 100.0% 0 17.81s 317 4,317
Data parsing and extraction 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 45.87s 1,529 0
GPT-5.4 Mini 10.0 10.0 100.0% 0 2.43s 234 650
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 5.3 7.2 44.4% 1 73.40s 17,728 0
GPT-5.4 Mini 4.1 4.4 44.5% 2 65.31s 60 43,286
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 4.3 10.0 0.0% 0 15.63s 846 0
GPT-5.4 Mini 4.5 10.0 0.0% 0 3.72s 150 510
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 27.36s 2,004 0
GPT-5.4 Mini 7.4 6.7 66.7% 1 2.50s 129 1,337
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 7.7 10.0 66.7% 0 31.47s 3,469 0
GPT-5.4 Mini 7.8 10.0 66.7% 0 4.33s 271 2,449
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring 2.6 1t 0.0 0.0 0.0% 0 0ms 0 0
GPT-5.4 Mini 4.7 1.6 66.7% 1 9.62s 251 2,594
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% 0 133.60s 3,767 0
GPT-5.4 Mini 3.0 10.0 0.0% 0 30.10s 32 10,174

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