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

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

cogito:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score
84 vs 77
Hardware Fit
81 vs 92
Quality Score
85 vs 70

Hardware

qwen3.8-27b-uncens… cogito:8b
MachineGigabyte Technology Co., Ltd. X570 AORUS PROMacBook Air
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4
Cores1210
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5070 TiApple M4
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3.8-27b-uncens… cogito:8b
Tokens/sec18.321.0
First chunk9 ms312 ms
TTFT522 ms312 ms
Load time7.7 s0.8 s
Memory usage14.9 GB10.4 GB
Memory %47%33%

HW Fit Score Breakdown

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

cogito:8b

Speed
42/50
TTFT
20/20
Memory
30/30

Quality

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

cogito:8b

Reasoning
14/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.8-27b-uncens… details | View cogito:8b 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