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inclusionAI: Ling-2.6-flash vs inclusionAI: Ring-2.6-1T

Last updated at: 2026-05-22

Metric Ling-2.6-flash Ling-2.6-flash none Release: 2026-04-21 Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score 5.3 7.2
Rank #128 #61
Reliability 10.0 9.9
Consistency 9.2 8.7
Tests Correct
Attempt pass rate 35.1% 66.7%
Flaky tests 2 3
Total Runs 60 60
Cost per result 0.005 0.000
Total Cost $0.001 $0.000
Input Price $0.010 / 1M $0.075 / 1M
Output Price $0.030 / 1M $0.625 / 1M
Output Tokens 2,878 21,752
Reasoning Tokens 0 42,754
Response Time (avg) 9.76s 61.29s
Response Time (max) 35.34s 304.19s
Response Time (total) 185.37s 1164.50s

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
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 573 0
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 10.0 10.0 100.0% 0 11.21s 381 0
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 1,069 0
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 246 0
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 24 0
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 109 0
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 81 0
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 2.9 7.2 11.1% 1 9.14s 151 0
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 229 0
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 15 0
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416

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