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Google: Gemini 3.1 Pro Preview vs Qwen: Qwen3 Coder Next

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Last updated at : 2026-02-27 15:16

Summary

Metric Google: Gemini 3.1 Pro Preview medium Release: Unknown release date Qwen: Qwen3 Coder Next medium Release: Unknown release date
Rank #2 #36
Score 9.36 3.50
Consistency 10.00 8.43
Cost per result 2.443 0.135
Total Cost $0.318 $0.005
Tests Correct
Wrong Tests 1 11
Attempt pass rate 92.9% 31.0%
Flaky tests 0 3
Output Tokens 1,000 2,569
Reasoning Tokens 22,936 0

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 106 2,533
Qwen: Qwen3 Coder Next 1.33 7.49 22.2% 1 1,246 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 292 3,164
Qwen: Qwen3 Coder Next 5.50 10.00 50.0% 0 276 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 7.00 10.00 66.7% 0 18 10,688
Qwen: Qwen3 Coder Next 4.00 10.00 33.3% 0 24 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 72 2,436
Qwen: Qwen3 Coder Next 4.50 6.88 16.7% 1 67 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 238 3,133
Qwen: Qwen3 Coder Next 1.00 7.28 11.1% 1 701 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Google: Gemini 3.1 Pro Preview 10.00 10.00 100.0% 0 274 982
Qwen: Qwen3 Coder Next 10.00 10.00 100.0% 0 255 0

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