Key features
Core capabilities each platform advertises.
- On-device AI deployment
- Edge orchestration
- Scale management
- Device-agnostic runtime
Data not available
Updated March 27, 2026
The default way of running on-device AI at scale — deploy and orchestrate AI models on edge devices.
SambaNova builds custom AI chips (RDU - Reconfigurable Dataflow Units) and provides a cloud platform for running LLMs with extremely fast inference speeds. Their SambaNova Cloud offers free-tier access to popular models like Llama and DeepSeek with industry-leading throughput.
Core capabilities each platform advertises.
What each tool does well, and the limitations to keep in mind.
Pros
Cons
Pros
Cons
Choose RunAnywhere if you wantChoose if you want
Choose SambaNova if you wantChoose if you want
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.
Try Respan free