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inclusionAI: Ling-2.6-1T vs Elephant Alpha

Last updated at: 2026-05-29

Metric Ling-2.6-1T Ling-2.6-1T none Release: 2026-04-23 Elephant Alpha Elephant Alpha none Release: 2026-04-14
Score 4.5 5.2
Rank #153 #136
Reliability N/A N/A
Consistency 10.0 9.6
Tests Correct
Attempt pass rate 16.7% 29.8%
Flaky tests 0 1
Total Runs 60 60
Cost per result 0.000 0.000
Total Cost $0.000 $0.000
Input Price $0.075 / 1M $0.000 / 1M
Output Price $0.625 / 1M $0.000 / 1M
Output Tokens 2,434 2,573
Reasoning Tokens 0 0
Response Time (avg) 7.72s 1.22s
Response Time (max) 25.72s 3.81s
Response Time (total) 139.00s 22.03s

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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
Elephant Alpha 6.6 10.0 50.0% 0 963ms 610 0
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
Elephant Alpha 4.7 6.7 33.3% 1 1.39s 375 0
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
Elephant Alpha 3.0 10.0 0.0% 0 3.81s 731 0
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
Elephant Alpha 6.5 10.0 50.0% 0 1.04s 246 0
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
Elephant Alpha 3.0 10.0 0.0% 0 927ms 24 0
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
Elephant Alpha 4.0 10.0 0.0% 0 854ms 106 0
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
Elephant Alpha 9.8 10.0 100.0% 0 1.03s 81 0
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
Elephant Alpha 4.2 10.0 0.0% 0 807ms 170 0
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
Elephant Alpha 3.0 10.0 0.0% 0 2.79s 230 0
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
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0

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