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Gemini 3.7 Flash — high vs medium

high leads on average score with 9.8 vs 9.4. medium has the lower benchmark cost at $0.154 vs $0.313. medium is faster at 5.80s vs 11.74s, with pass rates of 93.9% vs 93.9%.

Last updated at: 2026-08-14

Rank
#3
Total Output Tokens
149,130
Response Time (avg)
11.74s
Total Cost
$0.313
Rank
#7
Total Output Tokens
63,794
Response Time (avg)
5.80s
Total Cost
$0.154
Recommended model medium

Its score stays close to the best score here (9.4 vs 9.8), while costing about 2.0x less than Gemini 3.7 Flash (high).

Detailed comparison

Metric Gemini 3.7 Flash Gemini 3.7 Flash high Release: 2026-08-14 Gemini 3.7 Flash Gemini 3.7 Flash medium Release: 2026-08-14
Score 9.8 9.4
Rank #3 #7
Reliability 10.0 10.0
Consistency 9.6 9.6
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 93.9% 93.9%
Flaky tests 1 1
Total Runs 66 66
Cost per result 1.561 0.766
Total Cost $0.313 $0.154
Input Price $0.375 / 1M $0.375 / 1M
Output Price $1.875 / 1M $1.875 / 1M
Total Input Tokens 86,703 89,046
Output Tokens 6,017 5,697
Reasoning Tokens 143,113 58,097
Response Time (avg) 11.74s 5.80s
Response Time (max) 91.63s 30.23s
Response Time (total) 258.24s 127.58s
Parameters ~500B total (~20B active) ~500B total (~20B active)
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

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

#3 Gemini 3.7 Flash

high
Invalid SVG
Cost
$0.039
Time
100.5s
Tokens
20,824 tok

#7 Gemini 3.7 Flash

medium
Cost
$0.014
Time
35.2s
Tokens
7,283 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 3.7 Flash 10.0 10.0 100.0% 0 13.55s 8,118 460 26,859
Gemini 3.7 Flash 8.4 7.4 88.9% 1 8.86s 8,118 450 16,777

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