Recurse vs Pipeline

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

Recurse compared with Pipeline
Detail	Recurse	Pipeline
What it does	Build and deploy Agent MCP Apps	AI agent team for B2B outbound with native LinkedIn automation
Stage	Growing	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Paid	Paid
Pricing	Not given	Founding 50 seats: $99/month locked for life. After founding cohort fills: $149/month. Pure BYOK model with no credits or usage markup. Provider costs (typically $20-$60/month) paid directly to providers.
Key features	Run agents with Python tools Deploy agents as MCP servers Validate structured inputs and outputs Inspect run results and artifacts Secrets management 24-hour result retention	Five-agent team (Strategist, GTM Engineer, Reply Agent, SDR Agent, GTM Lead) Hosted MCP server for external agents Pipeline-gtm CLI for coding agents REST API with OpenAPI specification Data enrichment tables Buying-signal tracking 285 documented API operations
What makes it different	No subscription or idle charges for usage-based pricing Zero markup on model tokens Hosting included with deployment Available through MCP clients like Claude and Codex Full visibility into agent execution and results	Pure BYOK model with no usage credits or markups One workspace contract across CLI, MCP, SDK, and REST Deterministic operations that never invoke AI Done-for-you service with transparent operator-led execution
Community votes	0	0
DR (Domain Rating by Ahrefs)	13 −21 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	11	0
Citation Flow (Majestic)	20	10
Referring domains (Majestic)	39	4

4 details filled in for both companies.

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