vanilj/palmyra-fin-70b-32k:IQ2_XXS

OLLAMA GGUF

llama · 70.6B · IQ2_XXS

Not Rec.

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

45 vs 85

Hardware Fit

54 vs 64

Quality Score

41 vs 94

Hardware

vanilj/palmyra-fin… gemma-4-31b-it-mlx

MachineAZW GTR ProMacBook Pro

CPUAMD RYZEN AI MAX+ 395Apple M4 Max

Cores3216

RAM125 GB128 GB

GPURadeon 8060SApple M4 Max

OSUbuntu 24.04.4 LTSmacOS 26.5.2

Archx64arm64

Power Modelow-powerbalanced

Performance

vanilj/palmyra-fin… gemma-4-31b-it-mlx

Tokens/sec6.813.6

First chunk692 ms16 ms

TTFT692 ms558 ms

Load time0.2 s12.3 s

Memory usage27.9 GB0.0 GB

Memory %22%0%

HW Fit Score Breakdown

vanilj/palmyra-fin-70b-…

Speed

6/50

TTFT

18/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

vanilj/palmyra-fin-70b-…

Reasoning

7/20

Coding

2/20

Instruction

14/20

Structured

11/15

Math

0/15

Multilingual

7/10

Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Adequate

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

View vanilj/palmyra-fin… details | View gemma-4-31b-it-mlx details

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