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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 medium Release: 2026-05-22
Score 7.2 9.0
Rank #61 #5
Reliability 9.9 10.0
Consistency 8.7 9.6
Tests Correct
Attempt pass rate 66.7% 88.3%
Flaky tests 3 1
Total Runs 60 60
Cost per result 0.000 5.540
Total Cost $0.000 $0.942
Input Price $0.075 / 1M $2.500 / 1M
Output Price $0.625 / 1M $7.500 / 1M
Output Tokens 21,752 2,109
Reasoning Tokens 42,754 110,285
Response Time (avg) 61.29s 13.83s
Response Time (max) 304.19s 33.37s
Response Time (total) 1164.50s 276.53s

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 10.0 10.0 100.0% 0 6.36s 222 8,742
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 10.0 10.0 100.0% 0 22.98s 403 22,134
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 10.0 10.0 100.0% 0 19.60s 366 8,405
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 8.80s 270 6,254
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 5.9 7.2 55.6% 1 24.94s 61 31,793
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 11.70s 135 4,457
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 7.46s 102 5,452
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 8.84s 259 8,908
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 6.63s 267 1,220
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 33.37s 24 12,920

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