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inclusionAI: Ring-2.6-1T vs Elephant Alpha

Last updated at: 2026-05-29

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 Elephant Alpha Elephant Alpha none Release: 2026-04-14
Score 7.2 5.2
Rank #69 #136
Reliability 10.0 N/A
Consistency 8.7 9.6
Tests Correct
Attempt pass rate 66.7% 29.8%
Flaky tests 3 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 21,752 2,573
Reasoning Tokens 42,754 0
Response Time (avg) 61.29s 1.22s
Response Time (max) 304.19s 3.81s
Response Time (total) 1164.50s 22.03s

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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
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
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
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
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
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
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
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
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
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
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
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
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
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
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
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
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
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
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
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0

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