qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

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

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

55 vs 59

Hardware Fit

89 vs 94

Quality Score

40 vs 44

Hardware

qwen2.5-coder-0.5b… text-embedding-nom…

MachineLENOVO 20BUS00700MacBook Air

CPUIntel Core™ i5-5300UApple M4

Cores410

RAM16 GB32 GB

GPUIntel(R) HD Graphics 5500Apple M4

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… text-embedding-nom…

Tokens/sec13.545.3

First chunk1292 ms2440 ms

TTFT1.3 s2.4 s

Load timeN/AN/A

Memory usage0.4 GB0.0 GB

Memory %2%0%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

Speed

41/50

TTFT

20/20

Memory

28/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

Quality

qwen2.5-coder-0.5b-inst…

Reasoning

7/20

Coding

7/20

Instruction

10/20

Structured

10/15

Math

2/15

Multilingual

4/10

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

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 qwen2.5-coder-0.5b… 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