dispatchAI/mobile-llm-leaderboard

🏆 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. 🚀