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Poolside: Laguna XS 2.1 vs Qwen: Qwen3 Coder Next

Summary

Laguna XS 2.1 vs Qwen3 Coder Next benchmark comparison: Laguna XS 2.1 leads on average score with 5.3 vs 4.7. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.008. Laguna XS 2.1 is faster at 722ms vs 8.58s, with pass rates of 31.8% vs 28.6%.

Recommended model: Laguna XS 2.1 - It has the best score here (5.3), while costing about 2.7x less than Qwen3 Coder Next.

Last updated at: 2026-07-02

Metric Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.3 4.7
Rank #128 #153
Reliability 10.0 10.0
Consistency 9.0 8.9
Tests Correct
Attempt pass rate 31.8% 28.6%
Flaky tests 3 3
Total Runs 63 63
Cost per result 0.058 0.201
Total Cost $0.003 $0.008
Input Price $0.060 / 1M $0.110 / 1M
Output Price $0.120 / 1M $0.800 / 1M
Total Input Tokens 41,148 47,250
Output Tokens 3,451 3,319
Reasoning Tokens 0 0
Response Time (avg) 722ms 8.58s
Response Time (max) 2.30s 81.80s
Response Time (total) 15.17s 128.68s

Generation showcase

Hamster playing table tennis

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

#128 Laguna XS 2.1

none
Cost
$0.001
Time
27.6s
Tokens
4,344 tok

#153 Qwen3 Coder Next

medium
Invalid SVG
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

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 5.3 8.3 33.3% 1 755ms 774 1,015 0
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 645 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 4.3 7.8 22.2% 1 623ms 7,995 562 0
Qwen3 Coder Next 3.7 7.2 22.2% 1 924ms 7,185 336 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 3.0 10.0 0.0% 0 1.76s 14,197 402 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 20,469 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 10.0 10.0 100.0% 0 768ms 7,734 240 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 7,758 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 5.3 10.0 33.3% 0 364ms 834 14 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 753 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 5.0 10.0 0.0% 0 529ms 537 128 0
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 498 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 3.8 5.8 33.3% 1 364ms 638 50 0
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.49s 684 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 3.0 10.0 0.0% 0 1.01s 771 730 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 1.25s 678 671 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 10.0 10.0 100.0% 0 1.36s 7,413 300 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 8,364 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Laguna XS 2.1 3.0 10.0 0.0% 0 254ms 255 10 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 216 12 0

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