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Google: Gemini 3.1 Flash Lite Preview vs Qwen: Qwen3.7 Max

Last updated at: 2026-05-22

Metric Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none Release: 2026-03-03 Qwen3.7 Max Qwen3.7 Max medium Release: 2026-05-22
Score 7.5 9.0
Rank #50 #5
Reliability 10.0 10.0
Consistency 9.7 9.6
Tests Correct
Attempt pass rate 63.3% 88.3%
Flaky tests 1 1
Total Runs 60 60
Cost per result 0.140 5.540
Total Cost $0.017 $0.942
Input Price $0.250 / 1M $2.500 / 1M
Output Price $1.500 / 1M $7.500 / 1M
Output Tokens 5,394 2,109
Reasoning Tokens 0 110,285
Response Time (avg) 1.24s 13.83s
Response Time (max) 3.39s 33.37s
Response Time (total) 24.89s 276.53s

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
Gemini 3.1 Flash Lite Preview 7.5 8.4 66.7% 1 1.04s 1,092 0
Qwen3.7 Max 10.0 10.0 100.0% 0 6.36s 222 8,742
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 6.8 10.0 50.0% 0 1.06s 664 0
Qwen3.7 Max 10.0 10.0 100.0% 0 22.98s 403 22,134
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 3.20s 339 0
Qwen3.7 Max 10.0 10.0 100.0% 0 19.60s 366 8,405
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.22s 399 0
Qwen3.7 Max 10.0 10.0 100.0% 0 8.80s 270 6,254
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 5.3 10.0 33.3% 0 942ms 568 0
Qwen3.7 Max 5.9 7.2 55.6% 1 24.94s 61 31,793
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 4.0 10.0 0.0% 0 741ms 69 0
Qwen3.7 Max 10.0 10.0 100.0% 0 11.70s 135 4,457
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.13s 574 0
Qwen3.7 Max 10.0 10.0 100.0% 0 7.46s 102 5,452
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 972ms 898 0
Qwen3.7 Max 10.0 10.0 100.0% 0 8.84s 259 8,908
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.39s 782 0
Qwen3.7 Max 10.0 10.0 100.0% 0 6.63s 267 1,220
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 814ms 9 0
Qwen3.7 Max 3.0 10.0 0.0% 0 33.37s 24 12,920

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