Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score
86 vs 73
Hardware Fit
80 vs 64
Quality Score
89 vs 77

Hardware

gemma4:12b mistralai/devstral…
MachineASUSMacBook Pro
CPUIntel Gen Intel® Core™ i7-12700Apple M1 Pro
Cores2010
RAM30 GB32 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Apple M1 Pro
OSUbuntu 26.04.1 LTSmacOS 15.6.1
Archx64arm64
Power Modelow-powerbalanced

Performance

gemma4:12b mistralai/devstral…
Tokens/sec74.411.9
First chunk152 ms7 ms
TTFT30.0 s1.1 s
Load time0.0 sN/A
Memory usage0.8 GB19.7 GB
Memory %3%62%

HW Fit Score Breakdown

gemma4:12b

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

mistralai/devstral-smal…

Speed
25/50
TTFT
20/20
Memory
19/30

Quality

gemma4:12b

Reasoning
18/20
Coding
15/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

mistralai/devstral-smal…

Reasoning
17/20
Coding
16/20
Instruction
13/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong 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