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IBM: Granite 4.1 8B vs inclusionAI: Ling-2.6-flash

Last updated at: 2026-05-29

Metric Granite 4.1 8B Granite 4.1 8B none Release: 2026-05-01 Ling-2.6-flash Ling-2.6-flash none Release: 2026-04-21
Score 4.1 5.3
Rank #158 #135
Reliability 10.0 10.0
Consistency 10.0 9.2
Tests Correct
Attempt pass rate 10.0% 35.1%
Flaky tests 0 2
Total Runs 60 60
Cost per result 0.122 0.005
Total Cost $0.003 $0.001
Input Price $0.050 / 1M $0.010 / 1M
Output Price $0.100 / 1M $0.030 / 1M
Output Tokens 2,743 2,878
Reasoning Tokens 0 0
Response Time (avg) 719ms 9.34s
Response Time (max) 2.17s 35.34s
Response Time (total) 14.37s 177.48s

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
Granite 4.1 8B 4.9 10.0 25.0% 0 844ms 903 0
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 573 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 5.2 10.0 0.0% 0 706ms 357 0
Ling-2.6-flash 10.0 10.0 100.0% 0 11.21s 381 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 1.88s 396 0
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 1,069 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 575ms 195 0
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 357ms 24 0
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 4.0 10.0 0.0% 0 499ms 115 0
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 109 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.6 9.9 0.0% 0 344ms 66 0
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 81 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.2 10.0 0.0% 0 608ms 432 0
Ling-2.6-flash 2.9 7.2 11.1% 1 6.51s 151 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 10.0 10.0 100.0% 0 2.17s 243 0
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 229 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 306ms 12 0
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 15 0

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