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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 · 9.0B · Q4_K_M

Excellent

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

Global Score
76 vs 85
Hardware Fit
91 vs 100
Quality Score
69 vs 79

Hardware

codestral:latest qwen3.5:9b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Micro-Star International Co., Ltd. Stealth GS77 12UH
CPUIntel Core™ i5-14400FIntel Gen Intel® Core™ i9-12900H
Cores1620
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5060 TiIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest qwen3.5:9b
Tokens/sec27.441.4
First chunk86 ms162 ms
TTFT86 ms162 ms
Load time7.2 s8.1 s
Memory usage12.6 GB5.9 GB
Memory %40%19%

HW Fit Score Breakdown

codestral:latest

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

qwen3.5:9b

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

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