Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

Laguna M.1 vs Qwen: Qwen3 Coder Next

Last updated at: 2026-04-29

Metric Laguna M.1 Laguna M.1 medium Release: 2026-04-28 Free Available Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 6.3 5.1
Rank #73 #113
Reliability 10.0 N/A
Consistency 8.6 9.7
Tests Correct
Attempt pass rate 53.7% 25.9%
Flaky tests 3 1
Total Runs 54 54
Cost per result 0.000 0.188
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.140 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Output Tokens 63,822 3,617
Reasoning Tokens 0 0
Response Time (avg) 13.90s 10.18s
Response Time (max) 53.14s 45.14s
Response Time (total) 250.28s 122.13s

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) Output Tokens Reasoning Tokens
Laguna M.1 6.6 10.0 50.0% 0 9.15s 7,839 0
Qwen3 Coder Next 3.6 10.0 0.0% 0 3.31s 1,321 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 4.3 1.1 66.7% 1 35.61s 14,327 0
Qwen3 Coder Next 7.3 3.7 66.7% 1 3.14s 585 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 3.0 10.0 0.0% 0 53.14s 12,272 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 45.14s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 10.0 10.0 100.0% 0 4.93s 2,296 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 1.32s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 5.3 7.2 44.4% 1 24.14s 19,020 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 962ms 26 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 4.1 10.0 0.0% 0 6.86s 1,294 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 1.34s 152 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 10.0 10.0 100.0% 0 4.30s 1,626 0
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.71s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 3.6 7.2 22.2% 1 6.97s 3,978 0
Qwen3 Coder Next 3.2 10.0 0.0% 0 22.86s 652 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 10.0 10.0 100.0% 0 6.31s 1,170 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.47s 255 0

Quick Compare

Switch Comparison Pair