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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 medium Release: 2026-04-28 Free Available
Score 9.6 6.3
Rank #2 #74
Reliability N/A 10.0
Consistency 10.0 8.6
Tests Correct
Attempt pass rate 94.4% 53.7%
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 63,822
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 13.90s
Response Time (max) 40.61s 53.14s
Response Time (total) 175.52s 250.28s

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 6.6 10.0 50.0% 0 9.15s 7,839 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 4.3 1.1 66.7% 1 35.61s 14,327 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 53.14s 12,272 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 4.93s 2,296 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 5.3 7.2 44.4% 1 24.14s 19,020 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 4.1 10.0 0.0% 0 6.86s 1,294 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 10.0 10.0 100.0% 0 4.30s 1,626 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 3.6 7.2 22.2% 1 6.97s 3,978 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 6.31s 1,170 0

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