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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 medium Release: 2026-05-10 Qwen3.6 Max Preview Qwen3.6 Max Preview medium Release: 2026-04-20
Score 7.2 8.4
Rank #61 #14
Reliability 9.9 10.0
Consistency 8.7 9.2
Tests Correct
Attempt pass rate 66.7% 80.0%
Flaky tests 3 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 21,752 2,225
Reasoning Tokens 42,754 130,808
Response Time (avg) 61.29s 58.41s
Response Time (max) 304.19s 238.07s
Response Time (total) 1164.50s 1168.27s

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
Qwen3.6 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 59.65s 1,369 3,985
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 10.0 10.0 100.0% 0 304.19s 324 6,088
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 6.5 10.0 50.0% 0 37.36s 840 1,937
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 3.5 4.4 33.3% 2 64.92s 9,744 15,013
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 4.1 10.0 0.0% 0 58.26s 150 583
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 11.78s 266 1,831
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 5.9 7.2 55.6% 1 20.73s 697 2,479
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 10.0 10.0 100.0% 0 104.44s 234 1,531
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% 0 113.91s 4,295 4,416
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 60.56s 28 7,661

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