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

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.2B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score
78 vs 81
Hardware Fit
74 vs 98
Quality Score
79 vs 74

Hardware

huihui-devstral-sm… qwen3.5:4b
MachineSystem manufacturerMicrosoft WSL
CPUAMD Ryzen 7 5800X 8-Core ProcessorAMD Ryzen 5 5500
Cores1612
RAM32 GB8 GB
GPUAMD Radeon RX 9060 XTIntegrated / Unknown
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 26.04.1 LTS
Archx64x64
Power Modebalancedunknown

Performance

huihui-devstral-sm… qwen3.5:4b
Tokens/sec17.593.7
First chunk20 ms249 ms
TTFT279 ms249 ms
Load timeN/A10.1 s
Memory usage15.6 GB2.9 GB
Memory %49%38%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

qwen3.5:4b

Speed
50/50
TTFT
20/20
Memory
28/30

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

qwen3.5:4b

Reasoning
15/20
Coding
13/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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