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cogito:3b

OLLAMA GGUF

llama · 3.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3.5-35b-a3b-t24-c8k:latest

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

Jul 30, 2026 · Intel Core™ i9-14900K

Global Score
67 vs 34
Hardware Fit
100 vs 45
Quality Score
53 vs 29

Hardware

cogito:3b qwen3.5-35b-a3b-t2…
MachineMacBook AirMicro-Star International Co., Ltd. MS-7D98
CPUApple M4Intel Core™ i9-14900K
Cores1032
RAM32 GB128 GB
GPUApple M4Intel(R) UHD Graphics 770, NVIDIA Quadro K4000
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

cogito:3b qwen3.5-35b-a3b-t2…
Tokens/sec45.616.5
First chunk177 ms772 ms
TTFT177 ms30.0 s
Load time0.8 s11.6 s
Memory usage7.0 GB22.0 GB
Memory %22%17%

HW Fit Score Breakdown

cogito:3b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3.5-35b-a3b-t24-c8k…

Speed
15/50
TTFT
0/20
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

qwen3.5-35b-a3b-t24-c8k…

Reasoning
9/20
Coding
0/20
Instruction
4/20
Structured
1/15
Math
6/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Strong

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