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Seed 2.1 Turbo (low) vs Gemini 3.7 Flash (medium)

Gemini 3.7 Flash (medium) leads on average score with 9.5 vs 9.3. Gemini 3.7 Flash (medium) has the lower benchmark cost at $0.278 vs $1.645. Gemini 3.7 Flash (medium) is faster at 8.16s vs 161.25s, with pass rates of 81.2% vs 94.2%.

Last updated at: 2026-10-19

Compared models

Rank
#29
Total Output Tokens
609,333
Response Time (avg)
161.25s
Total Cost
$1.645
Rank
#18
Total Output Tokens
74,662
Response Time (avg)
8.16s
Total Cost
$0.278
Recommended model Gemini 3.7 Flash (medium)

It has the best score here (9.5), while costing about 5.9x less than Seed 2.1 Turbo (low).

Detailed comparison

Metric Seed 2.1 Turbo Seed 2.1 Turbo low Release: 2026-08-12 Gemini 3.7 Flash Gemini 3.7 Flash medium Release: 2026-08-14
Score 9.3 9.5
Rank #29 #18
Reliability 10.0 10.0
Consistency 9.3 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 81.2% 94.2%
Flaky tests 2 1
Total Runs 69 69
Cost per result 9.135 1.321
Total Cost $1.645 $0.278
Input Price $0.500 / 1M $0.750 / 1M
Output Price $2.500 / 1M $3.750 / 1M
Cache Read Price N/A $0.075 / 1M
Cache Write Price N/A $0.042 / 1M
Total Input Tokens 241,855 202,347
Output Tokens 8,387 6,660
Reasoning Tokens 600,946 68,002
Response Time (avg) 161.25s 8.16s
Response Time (max) 739.98s 58.39s
Response Time (total) 3708.70s 187.58s
Parameters ~200B total (~20B active) ~500B total (~20B active)
Availability Closed 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.

#29 Seed 2.1 Turbo

low
Cost
$0.049
Time
298.8s
Tokens
19,730 tok

#18 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
Seed 2.1 Turbo 10.0 10.0 100.0% 0 360.85s 8,220 385 207,368
Gemini 3.7 Flash 8.4 7.4 88.9% 1 8.86s 8,118 450 16,777

Quick Compare

Switch Comparison Pair

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