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DeepSeek V3.2 vs Laguna S 2.1 (low)

The average score is effectively tied at 4.6 vs 4.6. Laguna S 2.1 (low) has the lower benchmark cost at $0.108 vs $0.119. DeepSeek V3.2 is faster at 22.44s vs 88.24s, with pass rates of 34.8% vs 23.2%.

Last updated at: 2026-10-19

Compared models

Rank
#373
Total Output Tokens
57,866
Response Time (avg)
22.44s
Total Cost
$0.119
Rank
#377
Total Output Tokens
437,706
Response Time (avg)
88.24s
Total Cost
$0.108
Recommended model DeepSeek V3.2

It has the best score here (4.6), while responding about 3.9x faster than Laguna S 2.1 (low).

Detailed comparison

Metric DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01 Laguna S 2.1 Laguna S 2.1 low Release: 2026-07-21 Free Available
Score 4.6 4.6
Rank #373 #377
Reliability 10.0 10.0
Consistency 8.2 7.8
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 34.8% 23.2%
Flaky tests 5 6
Total Runs 69 69
Cost per result 1.943 3.627
Total Cost $0.119 $0.108
Input Price $0.280 / 1M $0.090 / 1M
Output Price $0.420 / 1M $0.180 / 1M
Cache Read Price $0.028 / 1M $0.009 / 1M
Cache Write Price N/A N/A
Total Input Tokens 342,158 232,641
Output Tokens 32,853 69,335
Reasoning Tokens 25,013 426,182
Response Time (avg) 22.44s 88.24s
Response Time (max) 122.50s 814.73s
Response Time (total) 516.03s 2029.57s
Parameters 671B total (37B active) 118B total (8B active)
Availability Open source Weights available

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.

#373 DeepSeek V3.2

none
Cost
$0.002
Time
7.0s
Tokens
1,046 tok

#377 Laguna S 2.1

low
Cost
$0.001
Time
6.6s
Tokens
1,314 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 V3.2 3.1 6.9 11.1% 1 14.54s 7,279 4,528 0
Laguna S 2.1 3.8 7.1 22.2% 1 167.51s 7,917 58,111 119,138

Quick Compare

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