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Google: Gemini 3.1 Pro Preview vs Laguna Xs.2

Last updated at: 2026-04-29

Metric Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Laguna Xs.2 Laguna Xs.2 medium Release: 2026-04-28 Free Available
Score 9.6 6.2
Rank #2 #81
Reliability N/A 10.0
Consistency 10.0 6.9
Tests Correct
Attempt pass rate 94.4% 57.4%
Flaky tests 0 7
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 58,141
Reasoning Tokens 40,542 0
Response Time (avg) 15.96s 6.03s
Response Time (max) 40.61s 29.11s
Response Time (total) 175.52s 108.59s

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 Xs.2 7.4 5.9 83.3% 2 2.60s 5,283 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 Xs.2 6.3 3.7 33.3% 1 14.36s 7,896 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 Xs.2 3.0 10.0 0.0% 0 15.92s 8,501 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 Xs.2 7.1 5.6 83.3% 1 9.34s 10,472 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 Xs.2 4.1 4.4 44.5% 2 11.12s 18,712 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 Xs.2 4.1 10.0 0.0% 0 2.76s 1,421 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 Xs.2 10.0 10.0 100.0% 0 1.68s 1,517 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 Xs.2 5.3 10.0 33.3% 0 2.12s 3,168 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 Xs.2 4.7 1.6 66.7% 1 3.39s 1,171 0

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