Back to leaderboard

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q5_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
74 vs 89
Hardware Fit
42 vs 85
Quality Score
87 vs 91

Hardware

qwen3-next:80b-a3b… qwen3.6-27b-mtp
MachineDell Inc. PowerEdge R820ASUS
CPUIntel Xeon® E5-4650 v2AMD Ryzen 7 7800X3D 8-Core Processor
Cores8016
RAM256 GB31 GB
GPUMicrosoft Basic Display AdapterNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348cachyos rolling
Archx64x64
Power Modebalancedperformance

Performance

qwen3-next:80b-a3b… qwen3.6-27b-mtp
Tokens/sec3.974.9
First chunk2089 ms3 ms
TTFT2.1 s235 ms
Load time73.3 sN/A
Memory usage46.9 GB21.5 GB
Memory %18%70%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
3/50
TTFT
9/20
Memory
30/30

qwen3.6-27b-mtp

Speed
50/50
TTFT
20/20
Memory
15/30

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.6-27b-mtp

Reasoning
18/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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