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

Last updated at: 2026-06-03

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 Qwen3.6 27B Qwen3.6 27B medium Release: 2026-04-20
Score 6.4 6.6
Rank #93 #84
Reliability 10.0 10.0
Consistency 9.3 8.1
Tests Correct
Attempt pass rate 50.0% 58.3%
Flaky tests 2 5
Total Runs 60 60
Cost per result 0.000 3.017
Total Cost $0.026 $0.380
Input Price $0.075 / 1M $0.290 / 1M
Output Price $0.625 / 1M $3.200 / 1M
Total Input Tokens 7,599 36,541
Output Tokens 39,954 12,981
Reasoning Tokens 0 105,822
Response Time (avg) 55.10s 57.79s
Response Time (max) 143.82s 168.22s
Response Time (total) 881.55s 1155.83s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 810 5,575 0
Qwen3.6 27B 8.3 10.0 75.0% 0 12.62s 453 582 4,311
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 6.5 10.0 50.0% 0 143.82s 834 5,036 0
Qwen3.6 27B 6.6 10.0 50.0% 0 165.39s 2,216 4,760 26,668
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
Qwen3.6 27B 7.0 3.7 66.7% 1 83.07s 15,104 2,088 14,689
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 2,712 1,529 0
Qwen3.6 27B 3.5 1.4 50.0% 2 37.30s 7,778 568 9,404
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 873 17,728 0
Qwen3.6 27B 2.9 7.2 11.1% 1 73.38s 662 3,510 20,352
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 561 846 0
Qwen3.6 27B 6.5 3.4 66.7% 1 39.53s 516 81 3,045
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 774 2,004 0
Qwen3.6 27B 10.0 10.0 100.0% 0 37.96s 699 346 6,548
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 792 3,469 0
Qwen3.6 27B 7.7 10.0 66.7% 0 61.14s 696 255 12,044
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
Qwen3.6 27B 10.0 10.0 100.0% 0 16.88s 8,213 390 2,954
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 243 3,767 0
Qwen3.6 27B 3.0 10.0 0.0% 0 80.99s 204 401 5,807

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