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Google: Gemini 3.1 Pro Preview vs Laguna M.1

Last updated at: 2026-04-29

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Laguna M.1 Laguna M.1 none Release: 2026-04-28 Free Available
Score 9.6 5.1
Rank #2 #117
Reliability N/A 9.9
Consistency 10.0 8.7
Tests Correct
Attempt pass rate 94.4% 33.3%
Flaky tests 0 3
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 2,870
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 2.79s
Response Time (max) 40.61s 15.42s
Response Time (total) 175.52s 50.24s

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
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Laguna M.1 3.4 7.9 16.7% 1 1.23s 485 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
Laguna M.1 7.5 3.8 66.7% 1 2.93s 543 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
Laguna M.1 3.0 10.0 0.0% 0 4.32s 622 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
Laguna M.1 10.0 10.0 100.0% 0 3.37s 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
Laguna M.1 3.6 7.2 22.2% 1 5.50s 33 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
Laguna M.1 4.0 10.0 0.0% 0 3.08s 212 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
Laguna M.1 6.3 10.0 50.0% 0 683ms 80 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
Laguna M.1 3.2 10.0 0.0% 0 951ms 340 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
Laguna M.1 10.0 10.0 100.0% 0 7.54s 309 0

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