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OpenAI: GPT-5.4 vs Laguna M.1

Last updated at: 2026-04-29

Metric GPT-5.4 GPT-5.4 none Release: 2026-03-05 Laguna M.1 Laguna M.1 medium Release: 2026-04-28 Free Available
Score 5.9 6.3
Rank #86 #73
Reliability N/A 10.0
Consistency 9.1 8.6
Tests Correct
Attempt pass rate 42.6% 53.7%
Flaky tests 2 3
Total Runs 54 54
Cost per result 1.477 0.000
Total Cost $0.104 $0.000
Input Price $2.500 / 1M $0.000 / 1M
Output Price $15.000 / 1M $0.000 / 1M
Output Tokens 2,317 63,822
Reasoning Tokens 0 0
Response Time (avg) 1.51s 13.90s
Response Time (max) 2.95s 53.14s
Response Time (total) 27.21s 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-5.4 3.2 8.0 8.3% 1 1.21s 406 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-5.4 10.0 10.0 100.0% 0 2.95s 480 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-5.4 3.0 10.0 0.0% 0 2.89s 291 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-5.4 10.0 10.0 100.0% 0 1.04s 222 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-5.4 5.3 7.2 44.4% 1 1.07s 50 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-5.4 4.4 9.9 0.0% 0 1.78s 184 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-5.4 6.5 10.0 50.0% 0 1.07s 81 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-5.4 5.6 9.8 33.3% 0 1.52s 357 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-5.4 10.0 10.0 100.0% 0 2.75s 246 0
Laguna M.1 10.0 10.0 100.0% 0 6.31s 1,170 0

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