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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.5-35B-A3B

Last updated at: 2026-05-22

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Qwen3.5-35B-A3B Qwen3.5-35B-A3B none Release: 2026-02-24
Score 7.2 5.8
Rank #61 #102
Reliability 9.9 10.0
Consistency 8.7 8.9
Tests Correct
Attempt pass rate 66.7% 45.0%
Flaky tests 3 3
Total Runs 60 60
Cost per result 0.000 0.224
Total Cost $0.000 $0.016
Input Price $0.075 / 1M $0.139 / 1M
Output Price $0.625 / 1M $1.000 / 1M
Output Tokens 21,752 4,334
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 3.50s
Response Time (max) 304.19s 47.43s
Response Time (total) 1164.50s 69.99s

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
Qwen3.5-35B-A3B 3.4 7.9 16.7% 1 1.43s 574 0
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
Qwen3.5-35B-A3B 6.8 10.0 50.0% 0 1.72s 562 0
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
Qwen3.5-35B-A3B 3.0 10.0 0.0% 0 47.43s 1,833 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
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 1.16s 243 0
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
Qwen3.5-35B-A3B 7.7 10.0 66.7% 0 485ms 15 0
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
Qwen3.5-35B-A3B 6.5 3.4 66.7% 1 1.19s 114 0
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
Qwen3.5-35B-A3B 6.3 10.0 50.0% 0 809ms 63 0
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
Qwen3.5-35B-A3B 3.7 7.4 22.2% 1 1.34s 655 0
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
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 2.30s 264 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
Qwen3.5-35B-A3B 3.0 10.0 0.0% 0 493ms 11 0

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