hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0

OLLAMA GGUF

bailingmoe3 · 7.89B · unknown

Good

Aug 23, 2026 · Apple M1 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

68 vs 74

Hardware Fit

94 vs 66

Quality Score

57 vs 78

Hardware

hf.co/bloomer010/L… mistralai/magistra…

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM16 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 26.6.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/bloomer010/L… mistralai/magistra…

Tokens/sec58.47.9

First chunk220 ms1356 ms

TTFT220 ms1.4 s

Load time0.0 sN/A

Memory usage8.4 GB13.2 GB

Memory %53%41%

HW Fit Score Breakdown

hf.co/bloomer010/Ling-3…

Speed

50/50

TTFT

20/20

Memory

24/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

hf.co/bloomer010/Ling-3…

Reasoning

19/20

Coding

17/20

Instruction

3/20

Structured

1/15

Math

15/15

Multilingual

2/10

Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

View hf.co/bloomer010/L… details | View mistralai/magistra… details

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