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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 2, 2026 · Intel Xeon® E5-4620 0

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score

43 vs 73

Hardware Fit

28 vs 64

Quality Score

49 vs 77

Hardware

qwen3-235b-a22b-t4… mistralai/devstral…

MachineDell Inc. PowerEdge R820MacBook Pro

CPUIntel Xeon® E5-4620 0Apple M1 Pro

Cores6410

RAM256 GB32 GB

GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M1 Pro

OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 15.6.1

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… mistralai/devstral…

Tokens/sec0.711.9

First chunk6361 ms7 ms

TTFT6.4 s1.1 s

Load time0.9 sN/A

Memory usage134.2 GB19.7 GB

Memory %52%62%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed

1/50

TTFT

3/20

Memory

24/30

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

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

mistralai/devstral-smal…

Reasoning

17/20

Coding

16/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View qwen3-235b-a22b-t4… details | View mistralai/devstral… 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