Back to leaderboard

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jun 5, 2026 · AMD Ryzen 7 5800H

Global Score
78 vs 89
Hardware Fit
74 vs 83
Quality Score
79 vs 92

Hardware

huihui-devstral-sm… gemma4:latest
MachineSystem manufacturerLENOVO 82JQ
CPUAMD Ryzen 7 5800X 8-Core ProcessorAMD Ryzen 7 5800H
Cores1616
RAM32 GB16 GB
GPUAMD Radeon RX 9060 XTNVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

huihui-devstral-sm… gemma4:latest
Tokens/sec17.546.3
First chunk20 ms824 ms
TTFT279 ms3.8 s
Load timeN/A21.0 s
Memory usage15.6 GB8.9 GB
Memory %49%56%

HW Fit Score Breakdown

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

gemma4:latest

Speed
50/50
TTFT
11/20
Memory
22/30

Quality

huihui-devstral-small-2…

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

gemma4:latest

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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