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-vl-4b-instruct

LM-STUDIO GGUF

qwen3vl · 4B · Q4_K_M

Excellent

Apr 20, 2026 · Apple M2 Max

Global Score
78 vs 87
Hardware Fit
74 vs 100
Quality Score
79 vs 81

Hardware

huihui-devstral-sm… qwen3-vl-4b-instruct
MachineSystem manufacturerMac Studio
CPUAMD Ryzen 7 5800X 8-Core ProcessorApple M2 Max
Cores1612
RAM32 GB96 GB
GPUAMD Radeon RX 9060 XTApple M2 Max
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.1
Archx64arm64
Power Modebalancedbalanced

Performance

huihui-devstral-sm… qwen3-vl-4b-instruct
Tokens/sec17.571.2
First chunk20 ms10 ms
TTFT279 ms183 ms
Load timeN/A6.0 s
Memory usage15.6 GB0.3 GB
Memory %49%0%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

qwen3-vl-4b-instruct

Speed
50/50
TTFT
20/20
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

qwen3-vl-4b-instruct

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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