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DeepSeek: DeepSeek V3.2 vs OpenAI: GPT-5.4 Nano

Last updated at: 2026-06-01

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 GPT-5.4 Nano GPT-5.4 Nano medium Release: 2026-03-17
Score 6.9 7.2
Rank #81 #72
Reliability 10.0 10.0
Consistency 7.9 8.8
Tests Correct
Attempt pass rate 63.3% 63.3%
Flaky tests 6 3
Total Runs 60 60
Cost per result 0.335 0.900
Total Cost $0.037 $0.099
Input Price $0.252 / 1M $0.200 / 1M
Output Price $0.378 / 1M $1.250 / 1M
Output Tokens 7,177 2,993
Reasoning Tokens 68,297 70,928
Response Time (avg) 53.34s 11.79s
Response Time (max) 189.03s 94.06s
Response Time (total) 1066.71s 235.81s

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
DeepSeek V3.2 8.7 10.0 83.3% 1 24.23s 3,247 6,953
GPT-5.4 Nano 8.3 10.0 75.0% 0 4.52s 683 2,254
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.9 5.8 33.3% 1 184.97s 640 21,230
GPT-5.4 Nano 6.8 6.2 66.7% 1 21.10s 495 15,186
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 93.11s 571 6,296
GPT-5.4 Nano 9.8 10.0 100.0% 0 24.13s 349 5,719
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 36.09s 207 7,693
GPT-5.4 Nano 10.0 10.0 100.0% 0 2.54s 234 516
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 2.9 4.4 22.2% 2 24.27s 21 6,838
GPT-5.4 Nano 5.9 7.2 55.6% 1 38.18s 60 43,325
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.4 2.5 33.3% 1 58.29s 49 2,189
GPT-5.4 Nano 4.5 10.0 0.0% 0 4.15s 179 443
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 35.78s 1,397 2,845
GPT-5.4 Nano 9.8 10.0 100.0% 0 1.88s 95 521
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 7.0 7.2 55.6% 1 37.69s 518 6,375
GPT-5.4 Nano 4.1 7.2 22.2% 1 3.79s 594 1,408
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 34.81s 507 859
GPT-5.4 Nano 10.0 10.0 100.0% 0 7.71s 234 382
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.0 10.0 0.0% 0 83.99s 20 7,019
GPT-5.4 Nano 3.0 10.0 0.0% 0 4.81s 70 1,174

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