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DeepSeek: DeepSeek V3.2 vs StepFun: Step 3.7 Flash

Last updated at: 2026-05-29

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Step 3.7 Flash Step 3.7 Flash high Release: 2026-05-29
Score 7.3 7.1
Rank #67 #74
Reliability 10.0 10.0
Consistency 7.9 8.2
Tests Correct
Attempt pass rate 67.5% 65.8%
Flaky tests 5 4
Total Runs 60 60
Cost per result 0.335 8.723
Total Cost $0.037 $0.960
Input Price $0.252 / 1M $0.200 / 1M
Output Price $0.378 / 1M $1.150 / 1M
Output Tokens 7,177 828,084
Reasoning Tokens 68,297 0
Response Time (avg) 53.34s 49.43s
Response Time (max) 189.03s 192.75s
Response Time (total) 1066.71s 988.58s

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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) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 24.23s 3,247 6,953
Step 3.7 Flash 10.0 10.0 100.0% 0 13.40s 42,656 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 4.1 5.8 33.3% 1 184.97s 640 21,230
Step 3.7 Flash 3.6 4.6 25.0% 1 126.82s 164,069 0
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
Step 3.7 Flash 10.0 10.0 100.0% 0 13.01s 8,802 0
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
Step 3.7 Flash 10.0 10.0 100.0% 0 14.72s 23,113 0
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
Step 3.7 Flash 4.1 4.4 44.5% 2 149.64s 410,502 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.1 2.5 50.0% 1 58.29s 49 2,189
Step 3.7 Flash 5.5 10.0 0.0% 0 4.17s 2,862 0
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
Step 3.7 Flash 9.8 10.0 100.0% 0 1.52s 2,010 0
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
Step 3.7 Flash 5.3 7.2 44.4% 1 10.22s 25,422 0
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
Step 3.7 Flash 10.0 10.0 100.0% 0 2.79s 1,172 0
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
Step 3.7 Flash 3.0 10.0 0.0% 0 149.34s 147,476 0

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