---
title: README
emoji: 🥞
colorFrom: pink
colorTo: green
sdk: static
pinned: false
short_description: Community LLM benchmarks on NVIDIA DGX Spark
---

# ⚡ Spark Arena

**Real benchmarks. Real hardware. Real results.**

[Spark Arena](https://spark-arena.com) is a community-driven LLM performance leaderboard for the **NVIDIA DGX Spark (GB10)**. We benchmark large language models on real DGX Spark hardware across multiple inference runtimes — **vLLM**, **SGLang**, **TensorRT-LLM**, and **llama.cpp** — and publish transparent, reproducible results with full access to our recipes and configurations.

## 🏆 What we do

- **Leaderboard** — head-to-head LLM inference performance on DGX Spark: [spark-arena.com/leaderboard](https://spark-arena.com/leaderboard)
- **Transparent methodology** — every result ships with the recipe and configuration used to produce it
- **Blog** — deep dives on reproducibility and performance tuning: [blog.spark-arena.com](https://blog.spark-arena.com)

## 🛠️ Open source

- **spark-vllm-docker** — Docker containers for LLM inference engines on DGX Spark
- **llama-benchy** — benchmarking tool for measuring inference performance
- **sparkrun** — CLI for managing workloads on DGX Spark systems

## 🤝 Community

Born in the NVIDIA GB10 / DGX Spark developer forums and maintained by the community.

- 💬 [Discord](https://discord.gg/GH5kRgv6ZD)
- 🐦 [X / Twitter](https://x.com/spark_arena)
- 🌐 [spark-arena.com](https://spark-arena.com)