Back to leaderboard

qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
70 vs 92
Hardware Fit
39 vs 87
Quality Score
83 vs 94

Hardware

qwen3-next-80b-t48… qwen3.6-35b-a3b-cl…
MachineDell Inc. PowerEdge R820Gigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Xeon® E5-4620 0AMD Ryzen 5 5600X 6-Core Processor
Cores6412
RAM256 GB47 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterAD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-next-80b-t48… qwen3.6-35b-a3b-cl…
Tokens/sec3.042.6
First chunk3265 ms13 ms
TTFT3.3 s3.1 s
Load time82.1 sN/A
Memory usage46.9 GB23.2 GB
Memory %18%49%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
Memory
30/30

qwen3.6-35b-a3b-claude-…

Speed
50/50
TTFT
12/20
Memory
25/30

Quality

qwen3-next-80b-t48:latest

Reasoning
18/20
Coding
18/20
Instruction
9/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.6-35b-a3b-claude-…

Reasoning
20/20
Coding
16/20
Instruction
19/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3-next-80b-t48… details | View qwen3.6-35b-a3b-cl… 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