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Gemma 4 31B vs Qwen3.5-35B-A3B (medium)

The average score is effectively tied at 6.1 vs 6.1. Gemma 4 31B has the lower benchmark cost at $0.018 vs $1.623. Gemma 4 31B is faster at 5.41s vs 110.84s, with pass rates of 43.9% vs 65.2%.

Last updated at: 2026-08-15

Rank
#176
Total Output Tokens
13,317
Response Time (avg)
5.41s
Total Cost
$0.018
Rank
#168
Total Output Tokens
893,463
Response Time (avg)
110.84s
Total Cost
$1.623
Recommended model Gemma 4 31B

It has the best score here (6.1), while costing about 94.9x less than Qwen3.5-35B-A3B (medium).

Detailed comparison

Metric Gemma 4 31B Gemma 4 31B none Release: 2026-04-02 Free Available Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24
Score 6.1 6.1
Rank #176 #168
Reliability 10.0 10.0
Consistency 9.6 7.6
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 43.9% 65.2%
Flaky tests 1 6
Total Runs 66 66
Cost per result 0.366 9.806
Total Cost $0.018 $1.623
Input Price $0.100 / 1M $0.225 / 1M
Output Price $0.340 / 1M $1.800 / 1M
Total Input Tokens 125,703 130,450
Output Tokens 13,317 54,857
Reasoning Tokens 0 838,606
Response Time (avg) 5.41s 110.84s
Response Time (max) 29.95s 950.25s
Response Time (total) 108.12s 2438.58s
Parameters 30.7B 35B total (3B active)
Availability Open source Open source

Model generation showcase

Hamster playing table tennis

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

#176 Gemma 4 31B

none
Cost
$0.001
Time
12.8s
Tokens
795 tok

#168 Qwen3.5-35B-A3B

medium
Cost
$0.009
Time
71.4s
Tokens
8,631 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
Gemma 4 31B 5.5 10.0 33.3% 0 11.19s 8,381 735 0
Qwen3.5-35B-A3B 5.9 9.3 33.3% 0 206.65s 4,106 23,844 111,462

Quick Compare

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