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gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

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

Hardware

gemma3:270m qwen3-next-80b-t48…
MachineMacBook ProDell Inc. PowerEdge R820
CPUApple M3 ProIntel Xeon® E5-4620 0
Cores1264
RAM36 GB256 GB
GPUApple M3 ProMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter
OSmacOS 15.7.5Microsoft Windows Server 2022 Datacenter 10.0.20348
Archarm64x64
Power Modebalancedbalanced

Performance

gemma3:270m qwen3-next-80b-t48…
Tokens/sec239.23.0
First chunk127 ms3265 ms
TTFT127 ms3.3 s
Load time0.7 s82.1 s
Memory usage0.6 GB46.9 GB
Memory %2%18%

HW Fit Score Breakdown

gemma3:270m

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

qwen3-next-80b-t48:latest

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

Quality

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

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

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