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Ling 2.6 Flash vs xAI: Grok 4.1 Fast

Last updated at: 2026-04-22

Metric Ling 2.6 Flash Ling 2.6 Flash none Release: 2026-04-21 Free Available Grok 4.1 Fast Grok 4.1 Fast medium Release: 2025-11-19
Score 5.4 6.7
Rank #78 #52
Consistency 9.5 7.2
Tests Correct
Attempt pass rate 35.2% 64.8%
Flaky tests 1 6
Total Runs 52 54
Cost per result 0.000 0.613
Total Cost $0.000 $0.056
Input Price $0.000 / 1M $0.200 / 1M
Output Price $0.000 / 1M $0.500 / 1M
Output Tokens 3,338 2,010
Reasoning Tokens 0 91,298
Response Time (avg) 11.33s 23.88s
Response Time (max) 35.34s 121.79s
Response Time (total) 203.88s 262.66s

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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 Flash 6.5 10.0 50.0% 0 12.30s 1,064 0
Grok 4.1 Fast 8.7 7.9 91.7% 1 3.81s 108 4,741
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
Grok 4.1 Fast 2.3 1.1 33.3% 1 23.58s 821 6,703
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
Grok 4.1 Fast 10.0 10.0 100.0% 0 37.64s 261 12,272
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
Grok 4.1 Fast 10.0 10.0 100.0% 0 6.63s 180 5,409
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 4.94s 20 0
Grok 4.1 Fast 5.8 4.4 66.7% 2 121.79s 11 37,657
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling 2.6 Flash 4.1 10.0 0.0% 0 11.85s 106 0
Grok 4.1 Fast 4.2 9.9 0.0% 0 16.25s 127 3,456
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
Grok 4.1 Fast 6.6 10.0 50.0% 0 5.30s 55 3,489
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 11.55s 142 0
Grok 4.1 Fast 5.3 7.2 44.4% 1 8.08s 187 6,086
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
Grok 4.1 Fast 2.8 1.6 33.3% 1 27.71s 260 11,485

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