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Laguna M.1 vs Qwen: Qwen3.5-9B

Last updated at: 2026-04-29

Metric Laguna M.1 Laguna M.1 none Release: 2026-04-28 Free Available Qwen3.5-9B Qwen3.5-9B medium Release: 2026-03-02
Score 5.1 4.4
Rank #117 #130
Reliability 9.9 N/A
Consistency 8.7 7.2
Tests Correct
Attempt pass rate 33.3% 33.3%
Flaky tests 3 6
Total Runs 54 54
Cost per result 0.000 0.976
Total Cost $0.000 $0.030
Input Price $0.000 / 1M $0.100 / 1M
Output Price $0.000 / 1M $0.150 / 1M
Output Tokens 2,870 24,291
Reasoning Tokens 0 172,597
Response Time (avg) 2.79s 73.64s
Response Time (max) 15.42s 226.38s
Response Time (total) 50.24s 1104.60s

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
Qwen3.5-9B 5.1 5.8 50.0% 2 34.44s 2,621 12,411
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
Qwen3.5-9B 2.6 10.0 0.0% 0 135.61s 6,150 31,393
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
Qwen3.5-9B 3.0 10.0 0.0% 0 0ms 0 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
Qwen3.5-9B 3.6 5.6 33.3% 1 87.31s 1,383 32,113
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
Qwen3.5-9B 3.6 7.2 22.2% 1 137.75s 11,549 48,475
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
Qwen3.5-9B 2.8 1.6 33.3% 1 226.38s 0 30,695
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
Qwen3.5-9B 6.4 5.8 66.7% 1 17.15s 599 4,517
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
Qwen3.5-9B 3.1 10.0 0.0% 0 33.38s 1,545 11,844
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
Qwen3.5-9B 10.0 10.0 100.0% 0 4.31s 444 1,149

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