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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

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

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
83 vs 81
Hardware Fit
100 vs 80
Quality Score
75 vs 81

Hardware

qwen3:8b devstral-small-2-2…
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHSystem manufacturer
CPUIntel Gen Intel® Core™ i9-12900HAMD Ryzen 7 5800X 8-Core Processor
Cores2016
RAM32 GB31 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3:8b devstral-small-2-2…
Tokens/sec54.021.5
First chunk68 ms12 ms
TTFT68 ms212 ms
Load time6.1 sN/A
Memory usage5.8 GB15.9 GB
Memory %18%51%

HW Fit Score Breakdown

qwen3:8b

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

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

Quality

qwen3:8b

Reasoning
15/20
Coding
15/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

devstral-small-2-24b-in…

Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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