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Ring 2.6 1t vs OpenAI: GPT-5.4 Nano

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 Nano GPT-5.4 Nano medium Release: 2026-03-17
Score 7.2 7.3
Rank #57 #53
Reliability 9.8 10.0
Consistency 9.1 9.1
Tests Correct
Attempt pass rate 62.5% 64.9%
Flaky tests 2 2
Total Runs 57 57
Cost per result 0.000 0.761
Total Cost $0.000 $0.084
Input Price $0.000 / 1M $0.200 / 1M
Output Price $0.000 / 1M $1.250 / 1M
Output Tokens 39,954 3,016
Reasoning Tokens 0 59,306
Response Time (avg) 55.10s 10.87s
Response Time (max) 143.82s 94.06s
Response Time (total) 881.55s 206.61s

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Score vs Total Cost

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Score vs Response Time (avg)

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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 Nano 8.3 10.0 75.0% 0 4.52s 683 2,254
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 Nano 10.0 10.0 100.0% 0 13.41s 472 3,616
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 Nano 9.8 10.0 100.0% 0 24.13s 349 5,719
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 Nano 10.0 10.0 100.0% 0 2.54s 234 516
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 Nano 5.9 7.2 55.6% 1 38.18s 60 43,325
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 Nano 4.5 10.0 0.0% 0 4.15s 179 443
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 Nano 9.8 10.0 100.0% 0 1.88s 95 521
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 Nano 3.7 7.1 22.2% 1 3.65s 640 1,356
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 Nano 10.0 10.0 100.0% 0 7.71s 234 382
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 Nano 3.0 10.0 0.0% 0 4.81s 70 1,174

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