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mistral:latest

OLLAMA GGUF

llama · 7.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
73 vs 57
Hardware Fit
100 vs 61
Quality Score
62 vs 55

Hardware

mistral:latest qwen3.5:9b
MachineMicro-Star International Co., Ltd. MS-7B79AZW GTR Pro
CPUAMD Ryzen 5 2600X Six-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1232
RAM16 GB125 GB
GPUNVIDIA GeForce GTX 1080AMD Radeon 8060S
OSMicrosoft Windows 11 Famille 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

mistral:latest qwen3.5:9b
Tokens/sec31.730.3
First chunk102 ms205 ms
TTFT102 ms8.7 s
Load time14.3 s5.6 s
Memory usage4.8 GB18.8 GB
Memory %30%15%

HW Fit Score Breakdown

mistral:latest

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

qwen3.5:9b

Speed
30/50
TTFT
1/20
Memory
30/30

Quality

mistral:latest

Reasoning
8/20
Coding
13/20
Instruction
16/20
Structured
12/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

qwen3.5:9b

Reasoning
17/20
Coding
2/20
Instruction
7/20
Structured
8/15
Math
12/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate 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