cogito:3b

OLLAMA GGUF

llama · 3.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score

67 vs 84

Hardware Fit

100 vs 81

Quality Score

53 vs 85

Hardware

cogito:3b qwen3.8-27b-uncens…

MachineMacBook AirGigabyte Technology Co., Ltd. X570 AORUS PRO

CPUApple M4AMD Ryzen 5 5600X 6-Core Processor

Cores1012

RAM32 GB32 GB

GPUApple M4NVIDIA GeForce RTX 5070 Ti

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

cogito:3b qwen3.8-27b-uncens…

Tokens/sec45.618.3

First chunk177 ms9 ms

TTFT177 ms522 ms

Load time0.8 s7.7 s

Memory usage7.0 GB14.9 GB

Memory %22%47%

HW Fit Score Breakdown

cogito:3b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-uncensored-…

Speed

35/50

TTFT

20/20

Memory

26/30

Quality

cogito:3b

Reasoning

6/20

Coding

8/20

Instruction

13/20

Structured

15/15

Math

2/15

Multilingual

9/10

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

qwen3.8-27b-uncensored-…

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

10/15

Multilingual

10/10

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

View cogito:3b details | View qwen3.8-27b-uncens… 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