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

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score
78 vs 68
Hardware Fit
74 vs 93
Quality Score
79 vs 57

Hardware

huihui-devstral-sm… google/gemma-4-e4b
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… google/gemma-4-e4b
Tokens/sec17.526.2
First chunk20 ms17 ms
TTFT279 ms572 ms
Load timeN/AN/A
Memory usage15.6 GB6.5 GB
Memory %49%41%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

google/gemma-4-e4b

Speed
46/50
TTFT
20/20
Memory
27/30

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

google/gemma-4-e4b

Reasoning
17/20
Coding
19/20
Instruction
4/20
Structured
4/15
Math
12/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Weak Math: Strong Multilingual: Poor

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