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Gemini 3.1 Flash Lite Preview (medium) vs Qwen3.7 Max

Qwen3.7 Max leads on average score with 7.9 vs 7.0. Gemini 3.1 Flash Lite Preview (medium) has the lower benchmark cost at $0.158 vs $0.451. Gemini 3.1 Flash Lite Preview (medium) is faster at 6.78s vs 7.85s, with pass rates of 60.9% vs 69.6%.

Last updated at: 2026-10-24

Compared models

Rank
#189
Total Output Tokens
59,534
Response Time (avg)
6.78s
Total Cost
$0.158
Rank
#123
Total Output Tokens
20,670
Response Time (avg)
7.85s
Total Cost
$0.451
Recommended model Qwen3.7 Max

It has the strongest score in this comparison (7.9) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium Release: 2026-03-03 Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22
Score 7.0 7.9
Rank #189 #123
Reliability 10.0 9.9
Consistency 9.9 10.0
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 60.9% 69.6%
Flaky tests 0 0
Total Runs 69 69
Cost per result 1.124 3.070
Total Cost $0.158 $0.451
Input Price $0.250 / 1M $1.475 / 1M
Output Price $1.500 / 1M $4.425 / 1M
Cache Read Price $0.025 / 1M $0.295 / 1M
Cache Write Price $0.084 / 1M $1.844 / 1M
Total Input Tokens 272,221 243,553
Output Tokens 12,345 20,670
Reasoning Tokens 47,189 0
Response Time (avg) 6.78s 7.85s
Response Time (max) 54.91s 80.34s
Response Time (total) 155.96s 180.65s
Parameters ~150B total (~10B active) ~1T total (~40B active)
Availability Closed Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#189 Gemini 3.1 Flash Lite Preview

medium
Cost
$0.003
Time
5.2s
Tokens
1,944 tok

#123 Qwen3.7 Max

none
Cost
$0.046
Time
195.0s
Tokens
12,171 tok

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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite Preview 5.5 10.0 33.3% 0 4.09s 8,126 461 8,597
Qwen3.7 Max 5.5 10.0 33.3% 0 1.35s 7,911 582 0

Quick Compare

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