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Chiplab vs Petabyte

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 Petabyte
DetailChiplab logo Chiplab Petabyte
What it doesThe API between AI agents and silicon Deploy GPU applications on supported community hardware and cloud capacity
StageNot given Startup
Founded2023 2026
Based inDE SA
Pricing modelFreemium Paid
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. One published price per GPU model in USD per GPU-hour. Hosts keep 90% of completed rental fees and Petabyte keeps 10%. A reservation holds funds, with final charges and returned balance following settlement after the run completes.
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
  • Choose from available GPU hardware with published hourly rates
  • Review cost estimates before deployment starts
  • Start from ready-made template applications
  • Monitor workload lifecycle states, logs and outputs
  • Connect your own GPU hardware as a host
  • Escrow-based payment system for secure transactions
  • Support for inference model requests
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
  • Escrow payment ensures work is delivered before host is paid
  • Transparent pricing: all rates published upfront with no surprises
  • Minimal transaction fees: hosts keep 90% of rental earnings
  • Automatic refunds for failed rentals on platform side
Community votes00
DR (Domain Rating by Ahrefs)28 −1 (down) since last check2 +1 (up) since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)2724
Referring domains (Majestic)11731

7 details filled in for both companies.

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