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devstral:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
80 vs 78
Hardware Fit
79 vs 86
Quality Score
80 vs 74

Hardware

devstral:latest qwen3:8b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Core™ i5-14400FAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 4060 Ti
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

devstral:latest qwen3:8b
Tokens/sec20.048.5
First chunk146 ms202 ms
TTFT146 ms4.3 s
Load time6.5 s4.2 s
Memory usage14.2 GB5.5 GB
Memory %45%9%

HW Fit Score Breakdown

devstral:latest

Speed
33/50
TTFT
20/20
Memory
26/30

qwen3:8b

Speed
50/50
TTFT
6/20
Memory
30/30

Quality

devstral:latest

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate 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