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Google: Gemini 3.1 Pro Preview vs Ling 2.6 Flash

Last updated at: 2026-04-22

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Ling 2.6 Flash Ling 2.6 Flash none Release: 2026-04-21 Free Available
Score 9.6 5.4
Rank #2 #78
Consistency 10.0 9.5
Tests Correct
Attempt pass rate 94.4% 35.2%
Flaky tests 0 1
Total Runs 54 52
Cost per result 3.400 0.000
Total Cost $0.578 $0.000
Input Price $2.000 / 1M $0.000 / 1M
Output Price $12.000 / 1M $0.000 / 1M
Output Tokens 1,932 3,338
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 11.33s
Response Time (max) 40.61s 35.34s
Response Time (total) 175.52s 203.88s

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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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 19.88s 405 4,201
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
Gemini 3.1 Pro Preview 9.5 10.0 100.0% 0 40.61s 432 9,281
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.72s 279 3,904
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
Gemini 3.1 Pro Preview 7.7 10.0 66.7% 0 32.73s 18 12,424
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Ling 2.6 Flash 3.0 10.0 0.0% 0 18.80s 229 0

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