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DeepSeek V4 Flash 0423 (high) vs Gemini 3.7 Flash (low)

Gemini 3.7 Flash (low) leads on average score with 9.4 vs 8.1. Gemini 3.7 Flash (low) has the lower benchmark cost at $0.183 vs $0.261. Gemini 3.7 Flash (low) is faster at 6.24s vs 55.99s, with pass rates of 71.0% vs 95.7%.

Last updated at: 2026-10-19

Compared models

Rank
#108
Total Output Tokens
203,134
Response Time (avg)
55.99s
Total Cost
$0.261
Rank
#26
Total Output Tokens
38,453
Response Time (avg)
6.24s
Total Cost
$0.183
Recommended model Gemini 3.7 Flash (low)

It has the best score here (9.4), while responding about 9.0x faster than DeepSeek V4 Flash 0423 (high).

Detailed comparison

Metric DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 high Release: 2026-04-24 Gemini 3.7 Flash Gemini 3.7 Flash low Release: 2026-08-14
Score 8.1 9.4
Rank #108 #26
Reliability 10.0 10.0
Consistency 8.6 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 71.0% 95.7%
Flaky tests 4 2
Total Runs 69 69
Cost per result 0.547 0.868
Total Cost $0.261 $0.183
Input Price $0.002 / 1M $0.750 / 1M
Output Price $1.280 / 1M $3.750 / 1M
Cache Read Price $0.002 / 1M $0.075 / 1M
Cache Write Price N/A $0.042 / 1M
Total Input Tokens 298,794 188,519
Output Tokens 45,873 7,694
Reasoning Tokens 188,721 30,759
Response Time (avg) 55.99s 6.24s
Response Time (max) 218.13s 58.75s
Response Time (total) 1287.87s 143.56s
Parameters 284B total (13B active) ~500B total (~20B active)
Availability Open source Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#108 DeepSeek V4 Flash 0423

high
Cost
$0.003
Time
93.1s
Tokens
7,926 tok

#26 Gemini 3.7 Flash

low
Cost
$0.010
Time
23.5s
Tokens
5,210 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
DeepSeek V4 Flash 0423 7.8 10.0 66.7% 0 50.60s 7,279 395 34,862
Gemini 3.7 Flash 7.6 7.2 77.8% 1 6.20s 8,118 461 11,508

Quick Compare

Switch Comparison Pair

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