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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
78 vs 66
Hardware Fit
74 vs 40
Quality Score
79 vs 77

Hardware

huihui-devstral-sm… gemma4:31b
MachineSystem manufacturerASUSTeK COMPUTER INC. GX10
CPUAMD Ryzen 7 5800X 8-Core ProcessorCortex-X925
Cores1620
RAM32 GB122 GB
GPUAMD Radeon RX 9060 XTDevice 2e12
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

huihui-devstral-sm… gemma4:31b
Tokens/sec17.510.7
First chunk20 ms983 ms
TTFT279 ms20.3 s
Load timeN/A8.8 s
Memory usage15.6 GB21.4 GB
Memory %49%18%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

gemma4:31b

Speed
10/50
TTFT
0/20
Memory
30/30

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

gemma4:31b

Reasoning
14/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong 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