gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Jul 3, 2026 · AMD RYZEN AI MAX+ 395

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

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

94 vs 59

Hardware Fit

91 vs 94

Quality Score

95 vs 44

Hardware

gpt-oss:20b text-embedding-nom…

MachineFramework Desktop (AMD Ryzen AI Max 300 Series)MacBook Air

CPUAMD RYZEN AI MAX+ 395Apple M4

Cores3210

RAM64 GB32 GB

GPUAMD Radeon(TM) 8060S GraphicsApple M4

OSMicrosoft Windows 11 Pro for Workstations 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

gpt-oss:20b text-embedding-nom…

Tokens/sec48.045.3

First chunk357 ms2440 ms

TTFT2.3 s2.4 s

Load time0.2 sN/A

Memory usage16.4 GB0.0 GB

Memory %26%0%

HW Fit Score Breakdown

gpt-oss:20b

Speed

50/50

TTFT

11/20

Memory

30/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

Quality

gpt-oss:20b

Reasoning

19/20

Coding

19/20

Instruction

17/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

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 gpt-oss:20b 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