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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 none Release: Unknown release date
Rank #2 #33
Score 9.36 3.71
Consistency 10.00 9.53
Cost per result 2.443 0.138
Total Cost $0.318 $0.005
Tests Correct
Wrong Tests 1 11
Attempt pass rate 92.9% 26.2%
Flaky tests 0 1
Output Tokens 1,000 2,688
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 2.33 9.99 0.0% 0 1,315 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 33.3% 1 63 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 9.92 0.0% 0 755 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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