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Laguna S 2.1 (high) vs Qwen3.5-9B

The average score is effectively tied at 4.9 vs 4.9. Qwen3.5-9B has the lower benchmark cost at $0.041 vs $0.147. Qwen3.5-9B is faster at 37.19s vs 113.63s, with pass rates of 27.5% vs 18.8%.

Last updated at: 2026-10-01

Compared models

Rank
#305
Total Output Tokens
630,543
Response Time (avg)
113.63s
Total Cost
$0.147
Rank
#309
Total Output Tokens
70,427
Response Time (avg)
37.19s
Total Cost
$0.041
Recommended model Qwen3.5-9B

It has the best score here (4.9), while costing about 3.6x less than Laguna S 2.1 (high).

Detailed comparison

Metric Laguna S 2.1 Laguna S 2.1 high Release: 2026-07-21 Free Available Qwen3.5-9B Qwen3.5-9B none Release: 2026-03-02
Score 4.9 4.9
Rank #305 #309
Reliability 10.0 9.8
Consistency 7.8 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 27.5% 18.8%
Flaky tests 6 1
Total Runs 69 69
Cost per result 3.664 1.022
Total Cost $0.147 $0.041
Input Price $0.090 / 1M $0.100 / 1M
Output Price $0.180 / 1M $0.150 / 1M
Total Input Tokens 344,806 307,670
Output Tokens 177,330 70,427
Reasoning Tokens 453,213 0
Response Time (avg) 113.63s 37.19s
Response Time (max) 1190.11s 433.02s
Response Time (total) 2613.48s 855.27s
Parameters 118B total (8B active) 9B
Availability Weights available Open source

Model generation showcase

Hamster playing table tennis

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

#305 Laguna S 2.1

high
Cost
$0.001
Time
6.8s
Tokens
1,389 tok

#309 Qwen3.5-9B

none
Reached the allocated time limit (300 seconds) without receiving showcase output.
Cost
$0.000
Time
300.0s
Tokens
0 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
Laguna S 2.1 5.3 7.2 44.4% 1 271.42s 6,496 59,355 151,009
Qwen3.5-9B 3.9 7.8 11.1% 1 5.60s 7,913 1,042 0

Quick Compare

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