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Chiplab vs Kaeso

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Chiplab compared with Kaeso
DetailChiplab logo ChiplabKaeso logo Kaeso
What it doesThe API between AI agents and silicon Open-source AI gateway you run yourself
StageNot given Not given
Founded2023 Not given
Based inDE Not given
Pricing modelFreemium Open source
PricingFree tier: 1,000 credits per day, resets every 24 hours. Pay-as-you-do: €10 per 1,000 credits. Enterprise: Custom pricing with volume commit, on-prem, and SLAs. Not given
Key features
  • Compile firmware against production toolchains remotely without installation
  • Execute firmware on virtual chip instances with verdict, trace, and register state
  • Unit and integration testing on virtual hardware with coverage reports
  • Inject synthetic sensor data into running firmware
  • Query collective embedded corpus for chip-specific solutions
  • Support for Rust, C, and multiple RTOS frameworks
  • Single sign-on with OpenID Connect and two-factor authentication
  • Format translation through KPP canonical format, allowing any SDK to call any model
  • Spend and token budgets with hard limits that are never skipped
  • Complete request logging with status, tokens, cost, timing and content when permitted
  • Encrypted provider key storage with AES-256-GCM
  • Web console for managing organizations, projects, members, roles and request logs
  • Stateless Rust gateway for horizontal scaling
  • Support for 14 built-in AI providers
  • Docker Compose deployment with Caddy, PostgreSQL, Valkey and ClickHouse
  • Error reporting that names unsupported fields instead of silently dropping them
What makes it different
  • Virtual instances of actual target chips, not generic CPU emulation, with same binary, peripherals, and interrupt timing as physical boards
  • Shared corpus that deepens with every call, allowing agents to inherit knowledge from previous runs
  • Eliminates need for physical hardware for testing, porting, and debugging
  • Single MCP endpoint exposes cross-compilation, peripheral simulation, sensor IO, and chip-specific plumbing
  • Access to licensed toolchains on demand without local installation
  • OpenID Connect single sign-on and two-factor authentication included in the open-source code, not an enterprise edition
  • Hard budgets with worst-case reserves for every request to prevent burst overruns
  • Single MIT-licensed repository for gateway, console, KPP and UI library with no separate enterprise version
  • Rust gateway architecture with no interpreter on the hot path for performance
Community votes00
DR (Domain Rating by Ahrefs)28 −1 (down) since last check20 +17 (up) since last check
Trust Flow (Majestic)54
Citation Flow (Majestic)2719
Referring domains (Majestic)11715

4 details filled in for both companies.

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