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

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

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

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · 7.9B · Q4_K_M

Excellent

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
81 vs 80
Hardware Fit
80 vs 83
Quality Score
81 vs 79

Hardware

devstral-small-2-2… google/gemma-4-e4b
MachineSystem manufacturerGMKtec EVO-X3
CPUAMD Ryzen 7 5800X 8-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1632
RAM31 GB120 GB
GPUNavi 44 [Radeon RX 9060 XT]AMD Radeon(TM) 8060S Graphics
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modeperformancebalanced

Performance

devstral-small-2-2… google/gemma-4-e4b
Tokens/sec21.546.5
First chunk12 ms14 ms
TTFT212 ms1.9 s
Load timeN/A7.6 s
Memory usage15.9 GB0.0 GB
Memory %51%0%

HW Fit Score Breakdown

devstral-small-2-24b-in…

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

google/gemma-4-e4b

Speed
43/50
TTFT
10/20
Memory
30/30

Quality

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

google/gemma-4-e4b

Reasoning
14/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate 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