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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

gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

Global Score
70 vs 50
Hardware Fit
39 vs 97
Quality Score
83 vs 30

Hardware

qwen3-next-80b-t48… gemma3:270m
MachineDell Inc. PowerEdge R820MacBook Pro
CPUIntel Xeon® E5-4620 0Apple M3 Pro
Cores6412
RAM256 GB36 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M3 Pro
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 15.7.5
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next-80b-t48… gemma3:270m
Tokens/sec3.0239.2
First chunk3265 ms127 ms
TTFT3.3 s127 ms
Load time82.1 s0.7 s
Memory usage46.9 GB0.6 GB
Memory %18%2%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

gemma3:270m

Speed
50/50
TTFT
20/20
Memory
27/30

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

gemma3:270m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
8/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

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