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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.6 35B A3B

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Qwen3.6 35B A3B Qwen3.6 35B A3B medium Release: 2026-04-20
Score 7.2 7.8
Rank #61 #30
Reliability 9.9 9.4
Consistency 8.7 9.1
Tests Correct
Attempt pass rate 66.7% 70.4%
Flaky tests 3 2
Total Runs 60 60
Cost per result 0.000 1.050
Total Cost $0.000 $0.126
Input Price $0.075 / 1M $0.150 / 1M
Output Price $0.625 / 1M $1.000 / 1M
Output Tokens 21,752 18,325
Reasoning Tokens 42,754 115,750
Response Time (avg) 61.29s 17.26s
Response Time (max) 304.19s 86.11s
Response Time (total) 1164.50s 310.77s

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 35B A3B 10.0 10.0 100.0% 0 6.02s 1,154 12,385
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 35B A3B 6.6 10.0 50.0% 0 59.35s 6,601 22,535
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 35B A3B 0.0 0.0 0.0% 0 0ms 0 0
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 35B A3B 10.0 10.0 100.0% 0 12.99s 2,591 9,968
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 35B A3B 5.3 7.2 44.4% 1 22.50s 6,193 39,116
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 35B A3B 4.4 9.9 0.0% 0 8.66s 129 4,569
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 35B A3B 10.0 10.0 100.0% 0 7.50s 219 7,404
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 35B A3B 7.9 7.5 77.8% 1 5.98s 676 9,447
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 35B A3B 0.0 0.0 0.0% 0 0ms 0 0
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 35B A3B 3.0 10.0 0.0% 0 32.90s 762 10,326

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