LaCrew vs DataFuse

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

LaCrew compared with DataFuse
Detail	LaCrew	DataFuse
What it does	Spend controls, budgets and approvals for AI agents	Integration layer for AI agents to connect tools, authenticate, execute and audit
Stage	MVP	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	Free plan: $0 during early access with 2 seats and 3 agents. Planned paid plans: Builder at $49/month with 5 seats and 25 agents; Scale at $199/month with 25 seats and 250 agents. Self-hosting is free.	Free: 100,000 tool calls/month, 50 playground messages/month. Starter: $19/month for 250,000 tool calls/month, 1,000 playground messages/month. Growth: $149/month for 2,000,000 tool calls/month, 10,000 playground messages/month. Overages: $5 for 1,000 calls, $15 for 5,000 calls, $25 for 10,000 calls
Key features	Onchain allowances and epoch budgets Escalation through reporting tree Session keys with automatic expiration Constitutional governance with veto windows Declared flows and human gates Slack and Telegram supervision Visual org builder and workspace Apache-2.0 open source contracts and SDK Inference budgets for model and API calls Integration with Coinbase AgentKit and Safe	Catalog of 1,085 APIs with 232 production-ready integrations 48-hour API integration guarantee or free month Server-side credential resolution and management REST, GraphQL and MCP integration runtimes Execution history and audit logging Self-hosted deployment option Custom API integration support Free migration from competitors
What makes it different	Bounded blast radius: compromised agents can only spend remaining epoch allowance on whitelisted targets Passkey root stays on user's device; cloud holds only scoped, expiring session keys Fully self-hostable open protocol with Apache-2.0 licensing Approval workflows follow real organizational structure, not smart contract code No token or cryptocurrency knowledge required to use the cloud platform	No per-connection, per-user or per-seat fees; only pay for tool calls Unified workflow for connection setup, tool discovery and execution across multiple platforms Dashboard playground to test tools with integrated LLM without consuming tool calls Clear execution visibility and logs for agent debugging without raw application logs
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)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	0	12
Referring domains (Majestic)	0	1

5 details filled in for both companies.

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