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qwen3.5-9b-64k:latest

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Good

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
75 vs 76
Hardware Fit
68 vs 46
Quality Score
78 vs 89

Hardware

qwen3.5-9b-64k:lat… gemma4:31b
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHMacBook Pro
CPUIntel Gen Intel® Core™ i9-12900HApple M4 Max
Cores2016
RAM32 GB64 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUApple M4 Max
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.5-9b-64k:lat… gemma4:31b
Tokens/sec12.622.4
First chunk586 ms565 ms
TTFT586 ms30.0 s
Load time15.0 s6.9 s
Memory usage8.1 GB43.9 GB
Memory %26%69%

HW Fit Score Breakdown

qwen3.5-9b-64k:latest

Speed
18/50
TTFT
20/20
Memory
30/30

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

Quality

qwen3.5-9b-64k:latest

Reasoning
14/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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