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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.6 27B

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Qwen3.6 27B Qwen3.6 27B medium Release: 2026-04-20
Score 7.2 6.6
Rank #61 #83
Reliability 9.9 9.9
Consistency 8.7 8.1
Tests Correct
Attempt pass rate 66.7% 58.3%
Flaky tests 3 5
Total Runs 60 60
Cost per result 0.000 3.015
Total Cost $0.000 $0.272
Input Price $0.075 / 1M $0.317 / 1M
Output Price $0.625 / 1M $3.200 / 1M
Output Tokens 21,752 13,007
Reasoning Tokens 42,754 105,697
Response Time (avg) 61.29s 57.65s
Response Time (max) 304.19s 168.22s
Response Time (total) 1164.50s 1153.04s

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 27B 8.3 10.0 75.0% 0 12.62s 582 4,311
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 27B 6.6 10.0 50.0% 0 165.39s 4,760 26,668
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 27B 7.0 3.7 66.7% 1 83.07s 2,088 14,689
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 27B 3.5 1.4 50.0% 2 37.30s 568 9,404
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 27B 2.9 7.2 11.1% 1 73.38s 3,510 20,352
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 27B 6.5 3.4 66.7% 1 39.53s 81 3,045
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 27B 10.0 10.0 100.0% 0 37.96s 346 6,548
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 27B 7.7 10.0 66.7% 0 60.21s 281 11,919
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 27B 10.0 10.0 100.0% 0 16.88s 390 2,954
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 27B 3.0 10.0 0.0% 0 80.99s 401 5,807

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