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codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
76 vs 71
Hardware Fit
91 vs 56
Quality Score
69 vs 78

Hardware

codestral:latest qwen3.5:9b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4System manufacturer
CPUIntel Core™ i5-14400FAMD Ryzen 5 5500
Cores1612
RAM32 GB16 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 3060
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest qwen3.5:9b
Tokens/sec27.45.3
First chunk86 ms1624 ms
TTFT86 ms1.6 s
Load time7.2 s4.0 s
Memory usage12.6 GB7.9 GB
Memory %40%50%

HW Fit Score Breakdown

codestral:latest

Speed
43/50
TTFT
20/20
Memory
28/30

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

Quality

codestral:latest

Reasoning
11/20
Coding
17/20
Instruction
11/20
Structured
13/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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