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qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
70 vs 84
Hardware Fit
39 vs 69
Quality Score
83 vs 91

Hardware

qwen3-next-80b-t48… gptoss · 20.9B · M…
MachineDell Inc. PowerEdge R820Mac Pro
CPUIntel Xeon® E5-4620 0Intel Core™ i5-10400
Cores6412
RAM256 GB32 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterAMD Radeon RX 6700 XT
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.5.1
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-next-80b-t48… gptoss · 20.9B · M…
Tokens/sec3.017.5
First chunk3265 ms643 ms
TTFT3.3 s7.7 s
Load time82.1 s0.0 s
Memory usage46.9 GB0.8 GB
Memory %18%3%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

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

gptoss · 20.9B · MXFP4

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