AirLLM vs Cactus
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 reviewCactus
Cactus is an open-source SDK optimized for deploying text, vision, and speech models locally on smartphones and consumer hardware.
Read the full review| Attribute | AirLLM | Cactus |
|---|---|---|
| Pricing type | Free | Free + paid (from $0/mo) |
| Korean support | No | No |
| Platforms | Linux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon | iOS, Android, Flutter, React Native, Kotlin Multiplatform |
| Open source | Yes | Yes |
| API available | - | Available |
| SDK | - | Available |
| LLM-based | - | Yes |
| Multimodal | - | Yes |
| AI model | Llama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma | Qwen, Gemma, Llama, DeepSeek, Phi, Mistral |
| GitHub Stars | 33.8K | 4.2K |
| Vendor | Anima AI LLC | Cactus |
| 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
Cactus key features
- Local deployment of text, vision, and speech models
- Built-in telemetry for real-time monitoring
- Sub-50ms latency and up to 300 tokens/second processing
- Agent Builder Canvas for workflow management
- Flutter and React Native SDK support