Navigate
Advertise here

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

Qwen3.5-9B leads on average score with 4.9 vs 4.6. Qwen3.5-9B has the lower benchmark cost at $0.041 vs $0.108. Qwen3.5-9B is faster at 37.19s vs 88.24s, with pass rates of 23.2% vs 18.8%.

Last updated at: 2026-10-19

Compared models

Rank
#377
Total Output Tokens
437,706
Response Time (avg)
88.24s
Total Cost
$0.108
Rank
#362
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 2.6x less than Laguna S 2.1 (low).

Detailed comparison

Metric Laguna S 2.1 Laguna S 2.1 low Release: 2026-07-21 Free Available Qwen3.5-9B Qwen3.5-9B none Release: 2026-03-02
Score 4.6 4.9
Rank #377 #362
Reliability 10.0 9.8
Consistency 7.8 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 23.2% 18.8%
Flaky tests 6 1
Total Runs 69 69
Cost per result 3.627 1.022
Total Cost $0.108 $0.041
Input Price $0.090 / 1M $0.100 / 1M
Output Price $0.180 / 1M $0.150 / 1M
Cache Read Price $0.009 / 1M N/A
Cache Write Price N/A N/A
Total Input Tokens 232,641 307,670
Output Tokens 69,335 70,427
Reasoning Tokens 426,182 0
Response Time (avg) 88.24s 37.19s
Response Time (max) 814.73s 433.02s
Response Time (total) 2029.57s 855.27s
Parameters 118B total (8B active) 9B
Availability Weights available Open source

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.

#377 Laguna S 2.1

low
Cost
$0.001
Time
6.6s
Tokens
1,314 tok

#362 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 3.8 7.1 22.2% 1 167.51s 7,917 58,111 119,138
Qwen3.5-9B 3.9 7.8 11.1% 1 5.60s 7,913 1,042 0

Quick Compare

Switch Comparison Pair

Ling 2.6 1tdefaultvsQwen3.5-9BnoneLaguna S 2.1highFree AvailablevsQwen3.5-9BnoneGPT-5.4 NanononevsLaguna S 2.1lowFree AvailableDeepSeek V3.2nonevsLaguna S 2.1lowFree AvailableLaguna S 2.1lowFree AvailablevsQwen3 Coder NextmediumLing 2.6 FlashdefaultvsLaguna S 2.1lowFree AvailableGranite 4.2 8BhighvsLaguna S 2.1lowFree AvailableKAT Coder AIR V2.5lowvsQwen3.5-9BnoneGPT-4o-minidefaultvsQwen3.5-9BnoneNorth Mini CodedefaultFree AvailablevsLaguna S 2.1lowFree AvailableDots 3 Note PreviewdefaultFree AvailablevsQwen3.5-9BnoneRing 2.6 1tdefaultvsLaguna S 2.1lowFree Available