Vivgrid vs fractal

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

Vivgrid compared with fractal
Detail	Vivgrid	fractal
What it does	The Managed Skills Platform for AI Agents	Long-term memory for AI agents that organizes itself and corrects itself
Stage	Not given	MVP
Founded	Not given	Not given
Based in	US	SE
Pricing model	Freemium	Free
Pricing	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.	Personal: Free during early access. Unlimited memories, all agents with separate memories, no card required. Enterprise: On request, set up by the team for departmental organization with cross-department sharing and direct support.
Key features	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	Self-correcting memory that updates when facts change Historical memory queries with time-based retrieval Automatic topic organization and hierarchy Separate memory for each agent with controlled sharing Multi-agent support via MCP, REST API, or LangGraph AES-256 encryption at rest and in backups OAuth 2.1 authentication and API key management Data export and deletion capabilities 37 MCP tools with automated verification on every code change
What makes it different	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	Understands what changed, when it was true, and where it belongs - beyond vector database similarity Never contradicts itself by automatically replacing outdated facts Fully GDPR aligned with built-in privacy by design Two-minute integration with Claude, ChatGPT, Cursor and any MCP client Data stays in Europe on AWS eu-north-1 and never used for model training
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	39 −1 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	25	0
Citation Flow (Majestic)	38	0
Referring domains (Majestic)	2622	0

6 details filled in for both companies.

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