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DeepSeek: DeepSeek V4 Flash vs Ling 2.6 Flash

Last updated at: 2026-04-24

Metric DeepSeek V4 Flash DeepSeek V4 Flash none Release: 2026-04-24 Ling 2.6 Flash Ling 2.6 Flash none Release: 2026-04-21 Free Available
Score 5.3 5.4
Rank #89 #87
Consistency 9.1 9.5
Tests Correct
Attempt pass rate 33.3% 35.2%
Flaky tests 2 1
Total Runs 54 52
Cost per result 0.147 0.000
Total Cost $0.008 $0.000
Input Price $0.140 / 1M $0.000 / 1M
Output Price $0.280 / 1M $0.000 / 1M
Output Tokens 4,444 3,338
Reasoning Tokens 0 0
Response Time (avg) 29.39s 11.33s
Response Time (max) 111.96s 35.34s
Response Time (total) 529.10s 203.88s

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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
DeepSeek V4 Flash 3.0 10.0 0.0% 0 20.18s 174 0
Ling 2.6 Flash 6.5 10.0 50.0% 0 12.30s 1,064 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 6.3 10.0 0.0% 0 24.04s 471 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
DeepSeek V4 Flash 4.5 2.1 66.7% 1 111.96s 2,664 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
DeepSeek V4 Flash 10.0 10.0 100.0% 0 23.79s 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
DeepSeek V4 Flash 5.3 10.0 33.3% 0 19.73s 18 0
Ling 2.6 Flash 3.0 10.0 0.0% 0 4.94s 20 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 4.2 9.9 0.0% 0 23.74s 67 0
Ling 2.6 Flash 4.1 10.0 0.0% 0 11.85s 106 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 6.5 10.0 50.0% 0 17.54s 321 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
DeepSeek V4 Flash 3.1 7.3 11.1% 1 22.96s 207 0
Ling 2.6 Flash 2.9 7.2 11.1% 1 11.55s 142 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Flash 10.0 10.0 100.0% 0 77.93s 327 0
Ling 2.6 Flash 3.0 10.0 0.0% 0 18.80s 229 0

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