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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.7 Max

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22
Score 7.2 7.9
Rank #61 #27
Reliability 9.9 10.0
Consistency 8.7 10.0
Tests Correct
Attempt pass rate 66.7% 70.0%
Flaky tests 3 0
Total Runs 60 60
Cost per result 0.000 0.719
Total Cost $0.000 $0.101
Input Price $0.075 / 1M $2.500 / 1M
Output Price $0.625 / 1M $7.500 / 1M
Output Tokens 21,752 1,988
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 1.30s
Response Time (max) 304.19s 3.92s
Response Time (total) 1164.50s 25.95s

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
Qwen3.7 Max 6.5 10.0 50.0% 0 1.08s 242 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
Qwen3.7 Max 6.8 10.0 50.0% 0 1.39s 576 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
Qwen3.7 Max 3.0 10.0 0.0% 0 2.17s 171 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
Qwen3.7 Max 10.0 10.0 100.0% 0 1.35s 243 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
Qwen3.7 Max 7.7 10.0 66.7% 0 975ms 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
Qwen3.7 Max 10.0 10.0 100.0% 0 1.04s 120 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
Qwen3.7 Max 10.0 10.0 100.0% 0 943ms 72 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
Qwen3.7 Max 10.0 10.0 100.0% 0 1.13s 314 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
Qwen3.7 Max 10.0 10.0 100.0% 0 3.92s 222 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
Qwen3.7 Max 3.0 10.0 0.0% 0 856ms 13 0

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