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Laguna S 2.1 (high) vs Qwen3 Coder Next

The average score is effectively tied at 4.9 vs 4.9. Qwen3 Coder Next has the lower benchmark cost at $0.065 vs $0.147. Qwen3 Coder Next is faster at 19.73s vs 113.63s, with pass rates of 27.5% vs 24.6%.

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
#304
Total Output Tokens
45,168
Response Time (avg)
19.73s
Total Cost
$0.065
Recommended model Qwen3 Coder Next

It has the best score here (4.9), while costing about 2.3x 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 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 4.9 4.9
Rank #305 #304
Reliability 10.0 10.0
Consistency 7.8 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 27.5% 24.6%
Flaky tests 6 1
Total Runs 69 69
Cost per result 3.664 1.300
Total Cost $0.147 $0.065
Input Price $0.090 / 1M $0.120 / 1M
Output Price $0.180 / 1M $0.800 / 1M
Total Input Tokens 344,806 250,329
Output Tokens 177,330 45,168
Reasoning Tokens 453,213 0
Response Time (avg) 113.63s 19.73s
Response Time (max) 1190.11s 208.38s
Response Time (total) 2613.48s 355.09s
Parameters 118B total (8B active) 80B total (3B active)
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

#304 Qwen3 Coder Next

none
Invalid SVG
Cost
$0.058
Time
246.3s
Tokens
64,126 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 Coder Next 4.6 7.9 22.2% 1 2.22s 7,442 621 0

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