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Trinity Large Preview vs DeepSeek: DeepSeek V3.2

Last updated at: 2026-06-03

Metric Trinity Large Preview Trinity Large Preview none Release: 2026-01-27 DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01
Score 4.7 5.4
Rank #148 #130
Reliability 10.0 10.0
Consistency 9.3 7.5
Tests Correct
Attempt pass rate 23.3% 41.7%
Flaky tests 2 6
Total Runs 60 60
Cost per result 0.017 0.296
Total Cost $0.008 $0.017
Input Price $0.243 / 1M $0.229 / 1M
Output Price $0.243 / 1M $0.344 / 1M
Total Input Tokens 29,828 53,408
Output Tokens 2,169 11,159
Reasoning Tokens 0 0
Response Time (avg) 2.98s 14.43s
Response Time (max) 14.34s 115.89s
Response Time (total) 56.57s 288.55s

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Score vs Total Cost

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Score vs Response Time (avg)

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 3.1 10.0 0.0% 0 2.07s 651 550 0
DeepSeek V3.2 3.2 8.0 8.3% 1 9.35s 494 1,073 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 4.0 6.6 16.7% 1 14.34s 738 397 0
DeepSeek V3.2 3.1 5.4 16.7% 1 20.87s 4,690 4,522 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 3.0 10.0 0.0% 0 8.91s 12,053 294 0
DeepSeek V3.2 6.5 10.0 0.0% 0 115.89s 29,843 2,887 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 10.0 10.0 100.0% 0 3.26s 6,900 186 0
DeepSeek V3.2 6.3 5.8 66.7% 1 9.42s 7,890 1,710 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 5.3 10.0 33.3% 0 877ms 738 25 0
DeepSeek V3.2 2.9 7.2 11.1% 1 4.17s 624 21 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 4.5 10.0 0.0% 0 873ms 498 104 0
DeepSeek V3.2 4.7 1.6 66.7% 1 9.32s 314 43 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 3.5 10.0 0.0% 0 822ms 678 63 0
DeepSeek V3.2 10.0 10.0 100.0% 0 1.52s 627 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 3.6 7.7 11.1% 1 1.97s 669 265 0
DeepSeek V3.2 7.6 7.2 77.8% 1 6.91s 424 298 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 10.0 10.0 100.0% 0 6.67s 6,699 267 0
DeepSeek V3.2 10.0 10.0 100.0% 0 11.85s 8,319 522 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Trinity Large Preview 3.0 10.0 0.0% 0 777ms 204 18 0
DeepSeek V3.2 3.0 10.0 0.0% 0 17.23s 183 17 0

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