hf.co/openbmb/MiniCPM5-1B-GGUF:F16

OLLAMA GGUF

llama · 1.08B · F16

Good

Aug 26, 2026 · Apple M1 Pro

text-embedding-nomic-embed-text-v1.5

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

62 vs 59

Hardware Fit

100 vs 94

Quality Score

45 vs 44

Hardware

hf.co/openbmb/Mini… text-embedding-nom…

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/openbmb/Mini… text-embedding-nom…

Tokens/sec89.145.3

First chunk42 ms2440 ms

TTFT42 ms2.4 s

Load time1.6 sN/A

Memory usage3.9 GB0.0 GB

Memory %25%0%

HW Fit Score Breakdown

hf.co/openbmb/MiniCPM5-…

Speed

50/50

TTFT

20/20

Memory

30/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

Quality

hf.co/openbmb/MiniCPM5-…

Reasoning

16/20

Coding

9/20

Instruction

4/20

Structured

0/15

Math

14/15

Multilingual

2/10

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

text-embedding-nomic-em…

Reasoning

10/20

Coding

3/20

Instruction

11/20

Structured

12/15

Math

3/15

Multilingual

5/10

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

View hf.co/openbmb/Mini… details | View text-embedding-nom… details

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