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CellaFlow vs Vivgrid

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

CellaFlow compared with Vivgrid
Detail CellaFlowVivgrid logo Vivgrid
What it doesThe coordination and durability layer for AI agents The Managed Skills Platform for AI Agents
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelNot given Freemium
PricingNot given Free plan with pay-as-you-go model usage, 5M TPM / 100 RPM rate limits. Growth plan: $25/month with $25 in token credits included, 15M TPM / 3,000 RPM rate limits. Enterprise plan: custom, volume-based pricing with BYOC, SSO/SAML, custom SLAs, VPC and private deployments.
Key features
  • Durable Replay Recovery
  • RocksDB Local Journaling
  • Fenced Leases
  • Append-only Execution Ledger
  • Zero-Dependency Systems Runtime
  • Hierarchical Sessions & State Reducers
  • Managed Skills with instant deployment to all agents
  • Agent observability and debugging across all decisions
  • Globally distributed inference with low latency
  • Safety guardrails and agent evaluation
  • Multi-agent orchestration with stateful memory
  • Centralized security and access control
  • Support for multiple frontier LLM models
  • Real-time cost and performance insights
  • Agent Insights dashboard
What makes it different
  • Prevents duplicate side effects across concurrent agents and retries with fenced idempotency leases
  • Enables deterministic replay recovery without redundant token spend
  • Low latency with 0.31ms marginal engine overhead
  • Ship agent improvements in minutes instead of release cycles
  • Centralized skill management without requiring redeploy
  • Complete visibility into agent decisions for fast debugging
  • Proven safe releases with guardrails before production
  • No infrastructure expertise required to deploy agents at scale
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last check39 no change since last check
Trust Flow (Majestic)125
Citation Flow (Majestic)1438
Referring domains (Majestic)222622

3 details filled in for both companies.

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