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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:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
83 vs 80
Hardware Fit
100 vs 79
Quality Score
75 vs 80

Hardware

qwen3:8b devstral:latest
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Gen Intel® Core™ i9-12900HIntel Core™ i5-14400F
Cores2016
RAM32 GB32 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3:8b devstral:latest
Tokens/sec54.020.0
First chunk68 ms146 ms
TTFT68 ms146 ms
Load time6.1 s6.5 s
Memory usage5.8 GB14.2 GB
Memory %18%45%

HW Fit Score Breakdown

qwen3:8b

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

devstral:latest

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

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: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

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