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LangGraph vs Sardinewhich AI ops agent should you pick in 2026?

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

⚙️OpsAutonomousOpen source
Multi-agentTool useMemory

Agentic financial-crime ops — consolidates 11 fraud/KYC vendors, auto-reviews 40% of applications.

⚙️OpsAutonomousSubscription
Tool useMemoryRAGMulti-agent

LangGraph vs Sardine — specs

SpecLangGraphSardine
Agent Rank68 / 100 (B)67 / 100 (B)
AutonomyAutonomousAutonomous
PricingFree · OSSSubscription
Open sourceYesNo
CapabilitiesMulti-agent, Tool use, MemoryTool use, Memory, RAG, Multi-agent
Integrations3 apps4 apps
VerifiedVerified
ReleasedJun 2024Jan 2025

Categories: LangGraphOps · SardineOps

Agent Rank breakdown

LangGraph
Agent Rank
68/ 100
BB-tier
自律性
9
機能
6
連携
2
料金
10
完成度
7
検証性
7

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Sardine
Agent Rank
67/ 100
BB-tier
自律性
9
機能
8
連携
6
料金
4
完成度
7
検証性
6

自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?

Pros & cons

LangGraph
Sardine
メリット
  • +$145M total (a16z) — top of the agentic financial-crime category
  • +Consolidates 11 fraud/KYC/AML vendors into one platform
  • +Auto-reviews 40% of monthly applications — major cost reduction
デメリット
  • Enterprise focus — not priced for SMB fintechs
  • Regulatory complexity requires legal review per deployment
  • Best ROI requires existing high-volume transaction flow

Pricing

LangGraph
Sardine
Growth
カスタム
Mid-market fintechs
  • +Fraud + AML core agents
  • +4 integrations
  • +Standard SLA
おすすめ
Enterprise
カスタム
Large banks + fintechs
  • +Full agent suite
  • +Unlimited integrations
  • +Custom rules engine
Sovereign
カスタム
Regulated
  • +EU/US data residency
  • +On-prem option
  • +Dedicated CS

Which one should you pick?

LangGraph

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

Try LangGraph →
Sardine

Pick Sardine if its specific capabilities (Tool use, Memory) match what you need.

Try Sardine →

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Frequently asked

Should I pick LangGraph or Sardine in 2026?+

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

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

LangGraph starts at Free · OSS; Sardine starts at Subscription. 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, LangGraph or Sardine?+

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

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LangGraph vs Sardine (2026): which AI ops agent wins? · AI Agent Rank