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qwen3.5:35b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Good

Mar 7, 2026 · Intel Core™ i5-14600KF

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
77 vs 74
Hardware Fit
53 vs 46
Quality Score
87 vs 86

Hardware

qwen3.5:35b google/gemma-4-12b…
MachineASUSDocker Container
CPUIntel Core™ i5-14600KFIntel Gen Intel® Core™ i9-11900H
Cores2016
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 4070 Ti SUPERTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Famille 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3.5:35b google/gemma-4-12b…
Tokens/sec16.05.0
First chunk719 ms64 ms
TTFT719 ms5.5 s
Load time17.8 s9.5 s
Memory usage25.0 GB0.0 GB
Memory %79%0%

HW Fit Score Breakdown

qwen3.5:35b

Speed
23/50
TTFT
20/20
Memory
10/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

qwen3.5:35b

Reasoning
17/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen3.5:35b details | View google/gemma-4-12b… details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest