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Petabyte vs LeanCTX

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

Petabyte compared with LeanCTX
Detail PetabyteLeanCTX logo LeanCTX
What it doesDeploy GPU applications on supported community hardware and cloud capacity The Context Gateway for AI systems
StageStartup Not given
Founded2026 Not given
Based inSA CH
Pricing modelPaid Freemium
PricingOne 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. Community: Free (open-source, local use). Pro: $9/month or $90/year (personal cloud sync, 1 GB hosted index). Team: $29/month per seat or $290/year per seat (team server, shared workspace, 20 GB index, 1-25 seats). Enterprise: Contact for pricing.
Key features
  • 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
  • Source selection and retrieval with task-relevant context at configurable depth
  • Access controls via PathJail boundary enforcement and role-based permissions
  • Read-time content filters for injection patterns and personal data detection
  • Memory and continuity to retain findings and connections across sessions
  • Evidence and outcomes recording with source references and usage audit trails
  • Integration with AI tools via SDK, MCP, hooks and supported client adapters
  • Local, VPC, on-premises and offline deployment options
  • Optional production intelligence for planning, ranking and routing enhancements
  • SDK with five stable primitives and six Agent Tools language contracts
  • Context cache, reference routing and usage accounting
What makes it different
  • 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
  • Deterministic, model-agnostic context processing independent of AI provider choice
  • Governs context without controlling model calls, keeping AI decisions under user ownership
  • Records measurable impact with 64.1% reported context reduction in field use
  • Open-source core (Apache 2.0) with commercial tiers for teams and enterprises
  • Transparent governance with separate evaluation of task outcome from context delivery
Community votes00
DR (Domain Rating by Ahrefs)2 +1 (up) since last check42 no change since last check
Trust Flow (Majestic)33
Citation Flow (Majestic)2435
Referring domains (Majestic)31212

6 details filled in for both companies.

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