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Laguna M.1 vs Qwen: Qwen3 Coder Next

Last updated at: 2026-04-29

Metric Laguna M.1 Laguna M.1 none Release: 2026-04-28 Free Available Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.1 4.7
Rank #117 #122
Reliability 9.9 N/A
Consistency 8.7 8.7
Tests Correct
Attempt pass rate 33.3% 27.8%
Flaky tests 3 3
Total Runs 54 54
Cost per result 0.000 0.240
Total Cost $0.000 $0.008
Input Price $0.000 / 1M $0.140 / 1M
Output Price $0.000 / 1M $0.800 / 1M
Output Tokens 2,870 3,241
Reasoning Tokens 0 0
Response Time (avg) 2.79s 10.75s
Response Time (max) 15.42s 81.80s
Response Time (total) 50.24s 129.01s

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 3.4 7.9 16.7% 1 1.23s 485 0
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 7.5 3.8 66.7% 1 2.93s 543 0
Qwen3 Coder Next 4.7 1.6 66.7% 1 1.69s 300 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 4.32s 622 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 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 3.37s 246 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 246 0
Domain specific 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 5.50s 33 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 4.0 10.0 0.0% 0 3.08s 212 0
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 6.3 10.0 50.0% 0 683ms 80 0
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.34s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Laguna M.1 3.2 10.0 0.0% 0 951ms 340 0
Qwen3 Coder Next 3.1 10.0 0.0% 0 2.30s 641 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 7.54s 309 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 255 0

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