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

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 13, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
74 vs 88
Hardware Fit
42 vs 85
Quality Score
87 vs 89

Hardware

qwen3-next:80b-a3b… huihui-qwen3.6-35b…
MachineDell Inc. PowerEdge R820Gigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Xeon® E5-4650 v2AMD Ryzen 5 5600X 6-Core Processor
Cores8012
RAM256 GB47 GB
GPUMicrosoft Basic Display AdapterAD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-next:80b-a3b… huihui-qwen3.6-35b…
Tokens/sec3.937.7
First chunk2089 ms18 ms
TTFT2.1 s2.9 s
Load time73.3 sN/A
Memory usage46.9 GB26.1 GB
Memory %18%56%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

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

huihui-qwen3.6-35b-a3b-…

Speed
50/50
TTFT
13/20
Memory
22/30

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

huihui-qwen3.6-35b-a3b-…

Reasoning
19/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
15/15
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