qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 2, 2026 · Intel Xeon® E5-4620 0

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

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

43 vs 59

Hardware Fit

28 vs 94

Quality Score

49 vs 44

Hardware

qwen3-235b-a22b-t4… text-embedding-nom…

MachineDell Inc. PowerEdge R820MacBook Air

CPUIntel Xeon® E5-4620 0Apple M4

Cores6410

RAM256 GB32 GB

GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M4

OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… text-embedding-nom…

Tokens/sec0.745.3

First chunk6361 ms2440 ms

TTFT6.4 s2.4 s

Load time0.9 sN/A

Memory usage134.2 GB0.0 GB

Memory %52%0%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed

1/50

TTFT

3/20

Memory

24/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning

19/20

Coding

2/20

Instruction

4/20

Structured

2/15

Math

13/15

Multilingual

9/10

Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor 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 qwen3-235b-a22b-t4… 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