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devstral:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

qwen3.8-9b-heretic-uncensored-nvfp4

LM-STUDIO GGUF

qwen35 · 9B · Q8_0

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
80 vs 82
Hardware Fit
79 vs 100
Quality Score
80 vs 74

Hardware

devstral:latest qwen3.8-9b-heretic…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Micro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i5-14400FAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

devstral:latest qwen3.8-9b-heretic…
Tokens/sec20.0130.1
First chunk146 ms20 ms
TTFT146 ms99 ms
Load time6.5 sN/A
Memory usage14.2 GB6.5 GB
Memory %45%21%

HW Fit Score Breakdown

devstral:latest

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

qwen3.8-9b-heretic-unce…

Speed
50/50
TTFT
20/20
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

qwen3.8-9b-heretic-unce…

Reasoning
14/20
Coding
14/20
Instruction
13/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate 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