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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Sep 7, 2026 · Intel Xeon® E5-4650 v2

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score

65 vs 73

Hardware Fit

29 vs 64

Quality Score

81 vs 77

Hardware

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

MachineDell Inc. PowerEdge R820MacBook Pro

CPUIntel Xeon® E5-4650 v2Apple M1 Pro

Cores8010

RAM256 GB32 GB

GPUMicrosoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, 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/sec2.411.9

First chunk5833 ms7 ms

TTFT5.8 s1.1 s

Load time0.0 sN/A

Memory usage135.1 GB19.7 GB

Memory %53%62%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed

2/50

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

15/20

Instruction

10/20

Structured

14/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong 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