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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

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Good

Aug 25, 2026 · Apple M1 Pro

Global Score
74 vs 72
Hardware Fit
42 vs 77
Quality Score
87 vs 70

Hardware

qwen3-next:80b-a3b… llama3.1:8b
MachineDell Inc. PowerEdge R820MacBook Pro
CPUIntel Xeon® E5-4650 v2Apple M1 Pro
Cores8010
RAM256 GB16 GB
GPUMicrosoft Basic Display AdapterApple M1 Pro
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… llama3.1:8b
Tokens/sec3.921.5
First chunk2089 ms368 ms
TTFT2.1 s368 ms
Load time73.3 s6.9 s
Memory usage46.9 GB12.9 GB
Memory %18%81%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

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

llama3.1:8b

Speed
47/50
TTFT
20/20
Memory
10/30

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

llama3.1:8b

Reasoning
12/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
4/15
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