AirLLM vs Factory.ai
A side-by-side comparison of features, pricing, and characteristics.
AirLLM
Open-source Python library that runs very large language models on low-memory GPUs by streaming model layers one at a time.
Read the full reviewFactory.ai
Factory develops autonomous AI software engineering agents (Droids) that automate tasks across the software development lifecycle.
Read the full review| Attribute | AirLLM | Factory.ai |
|---|---|---|
| Pricing type | Free | From $20/mo |
| Korean support | No | No |
| Platforms | Linux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon | Web, macOS, Linux, Windows |
| Open source | Yes | No |
| API available | - | - |
| SDK | - | - |
| LLM-based | - | - |
| Multimodal | - | - |
| AI model | Llama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma | Claude, GPT, Gemini |
| GitHub Stars | 33.8K | 15 |
| Vendor | Anima AI LLC | Factory |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
AirLLM key features
- Reducing GPU memory usage through layer-wise model streaming
- Supporting inference of 70B-class models on a single 4GB GPU
- AutoModel interface based on Hugging Face model IDs
- 4-bit and 8-bit block-wise model compression
- Supporting CPU inference and Apple Silicon macOS
- Supporting various model families including Llama, Qwen, DeepSeek, and Mistral
Factory.ai key features
- Autonomous AI coding agents (Droids) for the entire SDLC
- Long-horizon autonomous goal execution with 'Missions'
- Model-agnostic routing allowing GPT, Claude, Gemini, or custom models
- Interactive CLI, terminal, Slack, and IDE integrations
- Native QA automation with built-in browser control