11x vs LangGraph

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

	11x Agents	LangGraph Agents
Tagline	Autonomous AI digital workers for B2B sales prospecting and inbound calls	Stateful, graph-based agent orchestration from LangChain.
Category	Agents	Agents
Pricing	Enterprise· No public pricing; contact sales for a quote. Typically a per-seat / per-agent annual contract in the mid-four to five-figure range depending on volume.	Freemium· Free open-source; LangGraph Platform paid
Model	in-house orchestration over frontier LLMs (GPT-4-class) and voice models for Julian	BYO (Claude / GPT / open)
Editorial score	—	8.8 / 10
Use cases	AI SDR outbound prospectingInbound call qualificationMulti-channel sales sequencesLead enrichment and ICP scoringIntent-signal-triggered outreachMeeting booking automationCompetitor-switch campaignsEvent and webinar follow-upPipeline generation for RevOpsCRM data hygiene and sync	stateful agentshuman-in-loopproduction
Pros	Genuinely autonomous — Alice runs full outbound cycles (sourcing, enrichment, messaging, sending) without a human in the loop Consolidates several point tools (data provider, sequencer, enrichment, dialer) into one contract Julian voice agent handles real inbound calls with usable latency, not just after-hours voicemail 50+ built-in signal sources for prospect discovery, including hiring, funding and tech-stack intent Multi-channel out of the box: email, LinkedIn, SMS and phone from the same sequence Enterprise-grade posture — SOC-2, CRM sync, dedicated CSM, and a documented API	Reliable, debuggable agent graphs Built-in persistence + HITL Production-grade Tight LangSmith integration
Cons	No public pricing and no self-serve trial — every evaluation goes through sales Message quality and deliverability results have drawn public criticism from early customers; requires careful ramping and warm-up Enterprise-only sticker price puts it out of reach for solo founders or seed-stage teams Autonomy cuts both ways: less human review means brand and compliance risk if the playbook isn't tightly scoped Feature depth in individual areas (e.g. data quality vs Clay, dialer vs Orum) can lag the specialists it replaces	Steeper learning curve than CrewAI Verbose to set up
Website	www.11x.ai	www.langchain.com

Pick 11x if

✅ Genuinely autonomous — Alice runs full outbound cycles (sourcing, enrichment, messaging, sending) without a human in the loop
✅ Consolidates several point tools (data provider, sequencer, enrichment, dialer) into one contract
✅ Julian voice agent handles real inbound calls with usable latency, not just after-hours voicemail
✅ 50+ built-in signal sources for prospect discovery, including hiring, funding and tech-stack intent

Pick LangGraph if

✅ Reliable, debuggable agent graphs
✅ Built-in persistence + HITL
✅ Production-grade
✅ Tight LangSmith integration

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