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DeepSeek V4.1 Flash (high) vs Gemini 3.7 Flash (low)

Gemini 3.7 Flash (low) leads on average score with 9.4 vs 8.7. Gemini 3.7 Flash (low) has the lower benchmark cost at $0.183 vs $0.617. Gemini 3.7 Flash (low) is faster at 6.24s vs 33.27s, with pass rates of 75.4% vs 95.7%.

Last updated at: 2026-10-19

Compared models

Rank
#63
Total Output Tokens
464,156
Response Time (avg)
33.27s
Total Cost
$0.617
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 costing about 3.4x less than DeepSeek V4.1 Flash (high).

Detailed comparison

Metric DeepSeek V4.1 Flash DeepSeek V4.1 Flash high Release: 2026-09-10 Gemini 3.7 Flash Gemini 3.7 Flash low Release: 2026-08-14
Score 8.7 9.4
Rank #63 #26
Reliability 9.7 10.0
Consistency 9.0 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 75.4% 95.7%
Flaky tests 3 2
Total Runs 69 69
Cost per result 1.843 0.868
Total Cost $0.617 $0.183
Input Price $0.013 / 1M $0.750 / 1M
Output Price $1.320 / 1M $3.750 / 1M
Cache Read Price $0.013 / 1M $0.075 / 1M
Cache Write Price N/A $0.042 / 1M
Total Input Tokens 282,490 188,519
Output Tokens 8,621 7,694
Reasoning Tokens 455,535 30,759
Response Time (avg) 33.27s 6.24s
Response Time (max) 205.53s 58.75s
Response Time (total) 765.12s 143.56s
Parameters 748B total (16B 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.

#63 DeepSeek V4.1 Flash

high
Cost
$0.035
Time
111.0s
Tokens
29,201 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 V4.1 Flash 10.0 10.0 100.0% 0 49.19s 7,509 376 108,285
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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