hf.co/InternScience/Agents-A1-4B-Q8_0-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 4.21B · unknown

Marginal

Aug 22, 2026 · Apple M1 Pro

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

59 vs 81

Hardware Fit

97 vs 80

Quality Score

43 vs 81

Hardware

hf.co/InternScienc… devstral-small-2-2…

MachineMacBook ProSystem manufacturer

CPUApple M1 ProAMD Ryzen 7 5800X 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNavi 44 [Radeon RX 9060 XT]

OSmacOS 26.6.2Ubuntu 26.04.1 LTS

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/InternScienc… devstral-small-2-2…

Tokens/sec30.921.5

First chunk891 ms12 ms

TTFT891 ms212 ms

Load time3.6 sN/A

Memory usage6.6 GB15.9 GB

Memory %41%51%

HW Fit Score Breakdown

hf.co/InternScience/Age…

Speed

50/50

TTFT

20/20

Memory

27/30

devstral-small-2-24b-in…

Speed

35/50

TTFT

20/20

Memory

25/30

Quality

hf.co/InternScience/Age…

Reasoning

13/20

Coding

15/20

Instruction

2/20

Structured

0/15

Math

13/15

Multilingual

0/10

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

devstral-small-2-24b-in…

Reasoning

16/20

Coding

17/20

Instruction

17/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View hf.co/InternScienc… details | View devstral-small-2-2… details

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