Compress prompts and reduce LLM API costs while preserving answers
Stage
Not given
Startup
Founded
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2024
Based in
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Pricing model
Contact for pricing
Free
Pricing
Not given
Open beta: $0/month with unlimited API calls, all features, and no credit card required. After beta: a generous free tier and simple usage plans with early users keeping their perks.
Key features
Real-time inference with 320ms latency for DreamZero 14B
40-50% lower tail latency than existing cloud providers
8+ concurrent robots on single H100
Support for frontier models including DreamZero and MolmoAct2
Bring your own model checkpoints
Fine-tuning for custom robot tasks
GPU kernel optimization
Real-Time Chunking network optimization
On-demand compute for experimentation and iteration
Compress long prompts, logs and documents by removing filler while preserving code, numbers and facts
Convert web pages to clean Markdown instead of raw HTML
Shrink JSON responses into TOON format with headers and CSV-like rows
Available as MCP server for Claude, Cursor, Windsurf and VS Code
Gateway integration for OpenAI and Anthropic SDKs
REST API for direct integration
Self-hosted or hosted gateway options
Dashboard showing token and cost savings
Works with any chat model including local models
Output modes to control answer verbosity: lite, caveman and ultra
What makes it different
Eliminates need for expensive local GPUs for robot AI deployment
Optimizes entire inference stack from model to network
Achieves lower latency than NVIDIA with half the silicon
Designed specifically for robotics teams' workflow
Inference feels local despite cloud deployment
Rule-based compression takes milliseconds without using another LLM
Your API key never leaves your infrastructure when using self-hosted gateway
Streaming, tool calling and function calling work unchanged
Real-world savings up to 42% on monthly LLM bills according to calculator
Dreamscale Labs
AgentReady