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Google: Gemini 3.1 Pro Preview vs Ling 2.6 1t

Last updated at: 2026-04-23

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Ling 2.6 1t Ling 2.6 1t none Release: 2026-04-23 Free Available
Score 9.6 4.5
Rank #2 #105
Consistency 10.0 10.0
Tests Correct
Attempt pass rate 94.4% 16.7%
Flaky tests 0 0
Total Runs 54 54
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 2,434
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 8.79s
Response Time (max) 40.61s 25.72s
Response Time (total) 175.52s 158.19s

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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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Ling 2.6 1t 3.4 10.0 0.0% 0 6.55s 777 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 1t 5.5 10.0 0.0% 0 10.57s 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 1t 3.0 10.0 0.0% 0 23.53s 183 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 1t 10.0 10.0 100.0% 0 1.37s 285 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 1t 3.0 10.0 0.0% 0 1.04s 27 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 1t 5.0 10.0 0.0% 0 20.34s 140 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 1t 6.4 10.0 50.0% 0 5.36s 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 1t 3.1 10.0 0.0% 0 11.76s 131 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 1t 3.0 10.0 0.0% 0 25.72s 429 0

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