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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 low Release: 2026-03-03 Qwen3.7 Max Qwen3.7 Max medium Release: 2026-05-22
Score 7.6 9.0
Rank #42 #5
Reliability 10.0 10.0
Consistency 10.0 9.6
Tests Correct
Attempt pass rate 65.0% 88.3%
Flaky tests 0 1
Total Runs 60 60
Cost per result 0.186 5.540
Total Cost $0.025 $0.942
Input Price $0.250 / 1M $2.500 / 1M
Output Price $1.500 / 1M $7.500 / 1M
Output Tokens 2,280 2,109
Reasoning Tokens 8,829 110,285
Response Time (avg) 3.01s 13.83s
Response Time (max) 11.91s 33.37s
Response Time (total) 60.27s 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 8.3 10.0 75.0% 0 2.12s 462 1,638
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 1.56s 654 723
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 11.91s 225 762
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 3.00s 291 696
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 2.36s 18 1,212
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 1.54s 69 384
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 1.49s 72 753
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 2.76s 243 1,248
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 9.54s 237 993
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 1.35s 9 420
Qwen3.7 Max 3.0 10.0 0.0% 0 33.37s 24 12,920

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