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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.6 Max Preview

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 Qwen3.6 Max Preview Qwen3.6 Max Preview medium Release: 2026-04-20
Score 7.2 8.4
Rank #62 #14
Reliability 9.8 10.0
Consistency 9.1 9.2
Tests Correct
Attempt pass rate 62.5% 80.0%
Flaky tests 2 2
Total Runs 60 60
Cost per result 0.000 6.906
Total Cost $0.000 $1.036
Input Price $0.075 / 1M $1.040 / 1M
Output Price $0.625 / 1M $6.240 / 1M
Output Tokens 39,954 2,225
Reasoning Tokens 0 130,808
Response Time (avg) 55.10s 58.41s
Response Time (max) 143.82s 238.07s
Response Time (total) 881.55s 1168.27s

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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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 22.13s 228 10,075
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
Qwen3.6 Max Preview 8.2 6.7 83.3% 1 177.97s 407 39,442
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 121.49s 390 14,575
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 41.15s 270 10,106
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
Qwen3.6 Max Preview 2.9 7.2 11.1% 1 95.91s 60 30,371
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 32.24s 129 3,510
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 24.31s 103 5,848
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 24.19s 301 7,649
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
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 18.32s 309 1,571
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
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 60.56s 28 7,661

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