Back to leaderboard

qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp

LM-STUDIO GGUF

qwen35 · 27B

Good

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

yi-coder:9b

OLLAMA GGUF

llama · 8.8B · Q4_0

Good

Mar 6, 2026 · Apple M4

Global Score
78 vs 70
Hardware Fit
56 vs 89
Quality Score
87 vs 62

Hardware

qwen3.8-27b-uncens… yi-coder:9b
MachineSystem manufacturerMacBook Air
CPUAMD Ryzen 7 5800X 8-Core ProcessorApple M4
Cores1610
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]Apple M4
OSUbuntu 26.04.1 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

qwen3.8-27b-uncens… yi-coder:9b
Tokens/sec7.019.4
First chunk19 ms287 ms
TTFT1.2 s287 ms
Load timeN/A0.7 s
Memory usage15.6 GB9.6 GB
Memory %50%30%

HW Fit Score Breakdown

qwen3.8-27b-uncensored-…

Speed
11/50
TTFT
20/20
Memory
25/30

yi-coder:9b

Speed
39/50
TTFT
20/20
Memory
30/30

Quality

qwen3.8-27b-uncensored-…

Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

yi-coder:9b

Reasoning
12/20
Coding
16/20
Instruction
13/20
Structured
7/15
Math
7/15
Multilingual
7/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Weak Math: Weak Multilingual: Adequate
View qwen3.8-27b-uncens… details | View yi-coder:9b 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