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

Last updated at: 2026-05-29

Metric Ling-2.6-1T Ling-2.6-1T none Release: 2026-04-23 Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score 4.5 7.2
Rank #153 #69
Reliability N/A 10.0
Consistency 10.0 8.7
Tests Correct
Attempt pass rate 16.7% 66.7%
Flaky tests 0 3
Total Runs 60 60
Cost per result 0.000 0.000
Total Cost $0.000 $0.000
Input Price $0.075 / 1M $0.075 / 1M
Output Price $0.625 / 1M $0.625 / 1M
Output Tokens 2,434 21,752
Reasoning Tokens 0 42,754
Response Time (avg) 7.72s 61.29s
Response Time (max) 25.72s 304.19s
Response Time (total) 139.00s 1164.50s

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Score vs Total Cost

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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-2.6-1T 3.4 10.0 0.0% 0 6.55s 777 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-2.6-1T 5.5 10.0 0.0% 0 10.57s 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-2.6-1T 3.0 10.0 0.0% 0 23.53s 183 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-2.6-1T 10.0 10.0 100.0% 0 1.37s 285 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-2.6-1T 3.0 10.0 0.0% 0 1.04s 27 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-2.6-1T 5.0 10.0 0.0% 0 20.34s 140 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-2.6-1T 6.4 10.0 50.0% 0 5.36s 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-2.6-1T 3.1 10.0 0.0% 0 5.36s 131 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-2.6-1T 3.0 10.0 0.0% 0 25.72s 429 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-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416

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