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Gemini 3.5 Flash vs Step 3.7 Flash (high)

Gemini 3.5 Flash leads on average score with 7.0 vs 6.9. Gemini 3.5 Flash has the lower benchmark cost at $1.079 vs $1.207. Gemini 3.5 Flash is faster at 9.93s vs 64.68s, with pass rates of 74.2% vs 63.6%.

Last updated at: 2026-07-25

Rank
#87
Total Output Tokens
117,518
Response Time (avg)
9.93s
Total Cost
$1.079
Rank
#94
Total Output Tokens
1,032,395
Response Time (avg)
64.68s
Total Cost
$1.207
Recommended model Gemini 3.5 Flash

It has the best score here (7.0), while responding about 6.5x faster than Step 3.7 Flash (high).

Detailed comparison

Metric Gemini 3.5 Flash Gemini 3.5 Flash none Release: 2026-05-19 Step 3.7 Flash Step 3.7 Flash high Release: 2026-05-29
Score 7.0 6.9
Rank #87 #94
Reliability 10.0 10.0
Consistency 8.9 8.0
Tests Correct
Attempt pass rate 74.2% 63.6%
Flaky tests 3 5
Total Runs 66 66
Cost per result 7.190 10.973
Total Cost $1.079 $1.207
Input Price $1.500 / 1M $0.200 / 1M
Output Price $9.000 / 1M $1.150 / 1M
Total Input Tokens 13,843 98,691
Output Tokens 117,518 1,032,395
Reasoning Tokens 0 0
Response Time (avg) 9.93s 64.68s
Response Time (max) 64.36s 364.99s
Response Time (total) 178.68s 1423.01s

Hamster playing table tennis

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

#87 Gemini 3.5 Flash

none
Cost
$0.225
Time
125.5s
Tokens
25,004 tok

#94 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 8.8 7.8 88.9% 1 34.69s 8,122 75,927 0
Step 3.7 Flash 4.0 6.0 22.2% 1 206.21s 6,057 327,340 0

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