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inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.5-122B-A10B

Last updated at: 2026-05-28

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Release: 2026-02-24
Score 7.2 5.4
Rank #66 #127
Reliability 10.0 10.0
Consistency 8.7 9.5
Tests Correct
Attempt pass rate 66.7% 33.3%
Flaky tests 3 1
Total Runs 60 60
Cost per result 0.000 0.380
Total Cost $0.033 $0.019
Input Price $0.075 / 1M $0.260 / 1M
Output Price $0.625 / 1M $2.080 / 1M
Output Tokens 21,752 3,374
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 3.38s
Response Time (max) 304.19s 46.00s
Response Time (total) 1164.50s 67.55s

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
Qwen3.5-122B-A10B 4.8 10.0 25.0% 0 1.59s 312 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
Qwen3.5-122B-A10B 4.0 5.5 33.3% 1 2.14s 684 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
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 46.00s 1,137 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
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 1.01s 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
Qwen3.5-122B-A10B 5.3 10.0 33.3% 0 465ms 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
Qwen3.5-122B-A10B 5.0 10.0 0.0% 0 1.12s 66 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
Qwen3.5-122B-A10B 6.3 10.0 50.0% 0 513ms 69 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
Qwen3.5-122B-A10B 3.8 10.0 0.0% 0 1.00s 575 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
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 2.04s 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
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 295ms 9 0

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