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inclusionAI: Ring-2.6-1T vs StepFun: Step 3.5 Flash

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Step 3.5 Flash Step 3.5 Flash none Release: 2026-02-01
Score 7.2 7.8
Rank #61 #32
Reliability 9.9 10.0
Consistency 8.7 10.0
Tests Correct
Attempt pass rate 66.7% 66.7%
Flaky tests 3 0
Total Runs 60 36
Cost per result 0.000 0.328
Total Cost $0.000 $0.020
Input Price $0.075 / 1M $0.090 / 1M
Output Price $0.625 / 1M $0.300 / 1M
Output Tokens 21,752 64,795
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 39.03s
Response Time (max) 304.19s 114.12s
Response Time (total) 1164.50s 312.26s

Top Models by Score

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 10.0 10.0 100.0% 0 42.21s 3,833 4,891
Step 3.5 Flash 10.0 10.0 100.0% 0 34.99s 21,766 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
Step 3.5 Flash 3.0 10.0 0.0% 0 0ms 0 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
Step 3.5 Flash 0.0 0.0 0.0% 0 0ms 0 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
Step 3.5 Flash 0.0 0.0 0.0% 0 0ms 0 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
Step 3.5 Flash 10.0 10.0 100.0% 0 34.54s 7,389 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
Step 3.5 Flash 4.0 10.0 0.0% 0 14.37s 2,451 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
Step 3.5 Flash 10.0 10.0 100.0% 0 9.30s 1,427 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
Step 3.5 Flash - - - - - - - -
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
Step 3.5 Flash 0.0 0.0 0.0% 0 0ms 0 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
Step 3.5 Flash 3.0 10.0 0.0% 0 114.12s 31,762 0

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