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devstral:24b

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
80 vs 92
Hardware Fit
79 vs 100
Quality Score
80 vs 89

Hardware

devstral:24b google/gemma-4-12b…
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:24b google/gemma-4-12b…
Tokens/sec20.290.7
First chunk137 ms26 ms
TTFT137 ms127 ms
Load time9.6 sN/A
Memory usage14.2 GB6.7 GB
Memory %45%21%

HW Fit Score Breakdown

devstral:24b

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

google/gemma-4-12b-qat

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

Quality

devstral:24b

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

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View devstral:24b details | View google/gemma-4-12b… details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest