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Google: Gemini 3.5 Flash vs StepFun: Step 3.7 Flash

Summary

Gemini 3.5 Flash (high) leads on average score with 9.8 vs 7.1. Gemini 3.5 Flash (high) has the lower benchmark cost at $1.115 vs $1.148. Gemini 3.5 Flash (high) is faster at 8.84s vs 64.46s, with pass rates of 96.8% vs 63.5%.

Recommended modelGemini 3.5 Flash (high)It has the best score here (9.8), while responding about 7.3x faster than Step 3.7 Flash (high).

Last updated at: 2026-07-14

Metric Gemini 3.5 Flash Gemini 3.5 Flash high Release: 2026-05-19 Step 3.7 Flash Step 3.7 Flash high Release: 2026-05-29
Score 9.8 7.1
Rank #1 #79
Reliability 10.0 10.0
Consistency 9.6 8.2
Tests Correct
Attempt pass rate 96.8% 63.5%
Flaky tests 1 4
Total Runs 63 63
Cost per result 5.575 10.434
Total Cost $1.115 $1.148
Input Price $1.500 / 1M $0.200 / 1M
Output Price $9.000 / 1M $1.150 / 1M
Total Input Tokens 37,594 38,391
Output Tokens 1,975 991,355
Reasoning Tokens 115,638 0
Response Time (avg) 8.84s 64.46s
Response Time (max) 34.82s 364.99s
Response Time (total) 185.57s 1353.57s

Generation showcase

Hamster playing table tennis

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

#1 Gemini 3.5 Flash

high
Cost
$0.208
Time
118.2s
Tokens
23,158 tok

#79 Step 3.7 Flash

high
Cost
$0.007
Time
63.6s
Tokens
6,030 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
Gemini 3.5 Flash 10.0 10.0 100.0% 0 22.96s 8,118 456 47,129
Step 3.7 Flash 4.0 6.0 22.2% 1 206.21s 6,057 327,340 0

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