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OpenAI: GPT-4o-mini vs Laguna M.1

Last updated at: 2026-04-29

Metric GPT-4o-mini GPT-4o-mini none Release: 2024-07-18 Laguna M.1 Laguna M.1 medium Release: 2026-04-28 Free Available
Score 4.9 6.3
Rank #119 #74
Reliability N/A 10.0
Consistency 9.9 8.6
Tests Correct
Attempt pass rate 22.2% 53.7%
Flaky tests 0 3
Total Runs 54 54
Cost per result 0.122 0.000
Total Cost $0.005 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $0.600 / 1M $0.000 / 1M
Output Tokens 1,947 63,822
Reasoning Tokens 0 0
Response Time (avg) 2.00s 13.90s
Response Time (max) 7.58s 53.14s
Response Time (total) 21.99s 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
GPT-4o-mini 4.8 10.0 25.0% 0 1.34s 186 0
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
GPT-4o-mini 3.0 8.7 0.0% 0 2.55s 347 0
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
GPT-4o-mini 3.0 10.0 0.0% 0 7.58s 568 0
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
GPT-4o-mini 10.0 10.0 100.0% 0 1.27s 183 0
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
GPT-4o-mini 3.0 10.0 0.0% 0 637ms 15 0
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
GPT-4o-mini 4.0 10.0 0.0% 0 909ms 66 0
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
GPT-4o-mini 4.8 10.0 0.0% 0 1.27s 69 0
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
GPT-4o-mini 3.7 10.0 0.0% 0 1.30s 308 0
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
GPT-4o-mini 10.0 10.0 100.0% 0 2.51s 205 0
Laguna M.1 10.0 10.0 100.0% 0 6.31s 1,170 0

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