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Arcee AI: Trinity Large Preview vs OpenAI: GPT-4o-mini

Last updated at: 2026-04-30

Metric Trinity Large Preview Trinity Large Preview none Release: 2026-01-27 GPT-4o-mini GPT-4o-mini none Release: 2024-07-18
Score 5.2 5.1
Rank #110 #119
Reliability N/A N/A
Consistency 9.6 9.9
Tests Correct
Attempt pass rate 29.6% 27.8%
Flaky tests 1 0
Total Runs 52 54
Cost per result 0.000 0.098
Total Cost $0.000 $0.005
Input Price $0.150 / 1M $0.150 / 1M
Output Price $0.450 / 1M $0.600 / 1M
Output Tokens 1,985 1,947
Reasoning Tokens 0 0
Response Time (avg) 5.07s 2.00s
Response Time (max) 39.47s 7.58s
Response Time (total) 91.23s 21.99s

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
Trinity Large Preview 3.0 10.0 0.0% 0 3.02s 593 0
GPT-4o-mini 4.8 10.0 25.0% 0 1.34s 186 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 6.3 10.0 0.0% 0 39.47s 142 0
GPT-4o-mini 3.0 8.7 0.0% 0 2.55s 347 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 3.0 10.0 0.0% 0 8.91s 294 0
GPT-4o-mini 3.0 10.0 0.0% 0 7.58s 568 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 10.0 10.0 100.0% 0 3.26s 186 0
GPT-4o-mini 10.0 10.0 100.0% 0 1.27s 183 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 5.3 10.0 33.3% 0 877ms 25 0
GPT-4o-mini 3.0 10.0 0.0% 0 637ms 15 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 4.4 9.9 0.0% 0 2.86s 124 0
GPT-4o-mini 4.0 10.0 0.0% 0 909ms 66 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 3.4 6.2 16.7% 1 1.09s 63 0
GPT-4o-mini 6.3 10.0 50.0% 0 1.27s 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 5.4 10.0 33.3% 0 3.30s 291 0
GPT-4o-mini 3.7 10.0 0.0% 0 1.30s 308 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Trinity Large Preview 10.0 10.0 100.0% 0 6.67s 267 0
GPT-4o-mini 10.0 10.0 100.0% 0 2.51s 205 0

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