---
title: Mobile LLM Leaderboard
emoji: 🏆
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: true
license: apache-2.0
tags:
  - leaderboard
  - mobile
  - llm
  - on-device
  - benchmark
  - dispatchai
---

# 🏆 dispatchAI Mobile LLM Leaderboard

The definitive leaderboard for mobile-optimized LLMs.

Every model in this leaderboard has been:
- Re-engineered for mobile deployment
- Quantized for on-device constraints (<4GB RAM)
- Tested on real Snapdragon 865 hardware (Samsung S20 FE)

## Categories

- **Chat** — General instruction-following
- **Code** — Code completion
- **Math** — Mathematical reasoning
- **Arabic** — Arabic language models
- **Function Call** — Tool-use and agent models
- **Vision** — Multimodal image understanding
- **Embedding** — Vector embeddings for RAG

## Submit Your Model

To submit a model for inclusion, open a discussion on this Space with:
- Model name and HuggingFace link
- Parameter count and size
- Quantization method
- Target hardware

We'll benchmark it on our phone farm and add it to the leaderboard.

## About dispatchAI

Small. Mobile. Free. UAE-built. 🚀