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OpenAI: GPT-5.3 Chat vs StepFun: Step 3.7 Flash

Summary

Step 3.7 Flash (low) leads on average score with 7.7 vs 7.5. Step 3.7 Flash (low) has the lower benchmark cost at $0.341 vs $0.433. GPT-5.3 Chat is faster at 6.34s vs 15.74s, with pass rates of 66.7% vs 68.3%.

Recommended modelGPT-5.3 ChatIts score stays close to the best score here (7.5 vs 7.7), while responding about 2.5x faster than Step 3.7 Flash (low).

Last updated at: 2026-07-14

Metric GPT-5.3 Chat GPT-5.3 Chat none Release: 2026-03-03 Step 3.7 Flash Step 3.7 Flash low Release: 2026-05-29
Score 7.5 7.7
Rank #61 #51
Reliability 10.0 10.0
Consistency 8.1 8.4
Tests Correct
Attempt pass rate 66.7% 68.3%
Flaky tests 5 4
Total Runs 63 63
Cost per result 3.605 2.840
Total Cost $0.433 $0.341
Input Price $1.750 / 1M $0.200 / 1M
Output Price $14.000 / 1M $1.150 / 1M
Total Input Tokens 34,209 40,101
Output Tokens 26,617 289,325
Reasoning Tokens 0 0
Response Time (avg) 6.34s 15.74s
Response Time (max) 18.33s 124.75s
Response Time (total) 133.13s 330.63s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#61 GPT-5.3 Chat

none
Cost
$0.008
Time
8.1s
Tokens
634 tok

#51 Step 3.7 Flash

low
Invalid SVG
Cost
$0.004
Time
25.3s
Tokens
3,072 tok

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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.3 Chat 5.6 4.7 55.6% 2 10.52s 7,302 6,632 0
Step 3.7 Flash 8.2 7.2 88.9% 1 9.46s 7,437 18,685 0

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