Back to leaderboard

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

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

gemma-3-4b-it-q4-k-m

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
84 vs 80
Hardware Fit
81 vs 100
Quality Score
85 vs 71

Hardware

qwen3.8-27b-uncens… gemma-3-4b-it-q4-k-m
MachineGigabyte Technology Co., Ltd. X570 AORUS PROMac Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Core™ i5-10400
Cores1212
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5070 TiAMD Radeon RX 6700 XT
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.5.1
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.8-27b-uncens… gemma-3-4b-it-q4-k-m
Tokens/sec18.375.0
First chunk9 ms136 ms
TTFT522 ms136 ms
Load time7.7 s0.0 s
Memory usage14.9 GB0.8 GB
Memory %47%3%

HW Fit Score Breakdown

qwen3.8-27b-uncensored-…

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

gemma-3-4b-it-q4-k-m

Speed
50/50
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

gemma-3-4b-it-q4-k-m

Reasoning
11/20
Coding
17/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong 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