cogito:3b

OLLAMA GGUF

llama · 3.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

67 vs 66

Hardware Fit

100 vs 51

Quality Score

53 vs 73

Hardware

cogito:3b ornith-1.5-9b_hybr…

MachineMacBook AirMicro-Star International Co., Ltd. MS-7C37

CPUApple M4AMD Ryzen 9 3900X 12-Core Processor

Cores1024

RAM32 GB128 GB

GPUApple M4Intel(R) Arc(TM) Pro B70 Graphics

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

cogito:3b ornith-1.5-9b_hybr…

Tokens/sec45.65.4

First chunk177 ms39 ms

TTFT177 ms940 ms

Load time0.8 sN/A

Memory usage7.0 GB10.7 GB

Memory %22%8%

HW Fit Score Breakdown

cogito:3b

Speed

50/50

TTFT

20/20

Memory

30/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

View cogito:3b details | View ornith-1.5-9b_hybr… 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