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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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
74 vs 76
Hardware Fit
42 vs 46
Quality Score
87 vs 89

Hardware

qwen3-next:80b-a3b… gemma4:31b
MachineDell Inc. PowerEdge R820MacBook Pro
CPUIntel Xeon® E5-4650 v2Apple M4 Max
Cores8016
RAM256 GB64 GB
GPUMicrosoft Basic Display AdapterApple M4 Max
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… gemma4:31b
Tokens/sec3.922.4
First chunk2089 ms565 ms
TTFT2.1 s30.0 s
Load time73.3 s6.9 s
Memory usage46.9 GB43.9 GB
Memory %18%69%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

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

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

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

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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