aiagentrank.io

Adept vs LangGraphwhich AI ops agent should you pick in 2026?

Browser-driving AI agent — completes multi-step workflows on real web apps the way a human would.

⚙️OpsAutonomousSubscription
BrowserTool useMemoryVision

LangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.

⚙️OpsAutonomousOpen source
Multi-agentTool useMemory

Adept vs LangGraph — specs

SpecAdeptLangGraph
Agent Rank67 / 100 (B)68 / 100 (B)
AutonomyAutonomousAutonomous
PricingSubscription · Free tierFree · OSS
Open sourceNoYes
CapabilitiesBrowser, Tool use, Memory, VisionMulti-agent, Tool use, Memory
Integrations3 apps3 apps
VerifiedVerified
ReleasedApr 2025Jun 2024

Categories: AdeptOps · LangGraphOps

Agent Rank breakdown

Adept
Agent Rank
67/ 100
BB-tier
Autonomy fit
9
Capabilities
8
Integrations
4
Pricing value
9
Polish & maturity
4
Verifiability
6

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

LangGraph
Agent Rank
68/ 100
BB-tier
Autonomy fit
9
Capabilities
6
Integrations
2
Pricing value
10
Polish & maturity
7
Verifiability
7

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

Pros & cons

Adept
Pros
  • +Pioneering work on UI-driven browser agents — strong research lineage
  • +Best for fully-autonomous, multi-step workflows that cross web apps
  • +Foundation models tuned specifically for browser action prediction
Cons
  • Not generally available — enterprise pilots only as of mid-2026
  • Pricing not public
  • Reliability on long-tail UIs still a work in progress
LangGraph

Pricing

Adept
Enterprise preview
Custom
Enterprise pilots
  • +Browser-driving agent
  • +Custom workflow training
  • +Dedicated research-eng support
LangGraph

Which one should you pick?

Adept

Pick Adept if its specific capabilities (Browser, Tool use) match what you need.

Try Adept →
LangGraph

Pick LangGraph if cost is the main constraint or if auditability or self-hosting matters.

Try LangGraph →

Affiliate links. We may earn a commission at no extra cost to you.

Frequently asked

Should I pick Adept or LangGraph in 2026?+

Pick Adept if its specific capabilities (Browser, Tool use) match what you need. Pick LangGraph if cost is the main constraint or if auditability or self-hosting matters. Most working teams running both can use Adept for primary work and LangGraph for the workflows where its specific strengths matter.

What's the price difference between Adept and LangGraph?+

Adept starts at Subscription · Free tier; LangGraph starts at Free · OSS. LangGraph is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, Adept or LangGraph?+

Both Adept and LangGraph are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.

Readers comparing Adept and LangGraph also picked

Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.

Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison
Adept vs LangGraph (2026): which AI ops agent wins? · AI Agent Rank