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Google: Gemini 3.1 Pro Preview vs Qwen: Qwen3.5-122B-A10B

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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: Qwen3.5-122B-A10B medium Release: Unknown release date
Rank #2 #13
Score 9.36 6.77
Consistency 10.00 8.22
Cost per result 2.443 5.137
Total Cost $0.318 $0.463
Tests Correct
Wrong Tests 1 5
Attempt pass rate 92.9% 76.2%
Flaky tests 0 3
Output Tokens 1,000 16,751
Reasoning Tokens 22,936 125,394

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: Qwen3.5-122B-A10B 10.00 10.00 100.0% 0 248 10,486
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: Qwen3.5-122B-A10B 9.88 10.00 100.0% 0 270 16,558
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: Qwen3.5-122B-A10B 1.00 7.21 11.1% 1 15,537 64,889
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: Qwen3.5-122B-A10B 5.50 5.92 83.3% 1 77 7,372
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: Qwen3.5-122B-A10B 7.00 7.21 88.9% 1 297 24,863
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: Qwen3.5-122B-A10B 10.00 10.00 100.0% 0 322 1,226

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