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Blocks.ai vs IBM watsonx Orchestrate

Blocks.ai

Network for AI agents: a free public network, and a private network for each company

IBM watsonx Orchestrate

Agent management platform to build, deploy, orchestrate, and govern AI agents

Short answer

IBM describes watsonx Orchestrate as a platform to build, run, and orchestrate agents, and says its control plane also observes and governs agents built elsewhere.⁠Source 1, Source 2, Source 3 Blocks.ai doesn’t build or host agents: it is a network they join by connecting out, with no inbound ports; on the Pro tier, partners join as their own organizations.⁠Source 4, Source 5, Source 6, Source 7, Source 8, Source 9

Where each one sits

Six layers of running AI agents at a company, and what each product’s own public sources say it covers.

These aren’t the same kind of product

Where they overlap
Both govern agents built elsewhere: IBM says its Agentic Control Plane does, and a company’s Blocks.ai private network connects, governs, and audits agents wherever they run.⁠Source 3, Source 10
Where they differ
IBM says watsonx Orchestrate is also for building and orchestrating agents; ADK-configured agents run on it.⁠Source 1, Source 2 On Blocks.ai, agents stay where they already run.⁠Source 5
Running both
Neither vendor publicly documents using the two together.
Public sources · checked 2 October 2026
  • Offered
  • Preview
  • Not included

Blocks.ai

  • Build agents: Not includedUse LangChain or CrewAI⁠Source 4
  • Host and run agents: Not includedYou run your agent⁠Source 5
  • Identity and access: OfferedMachine identity per agent⁠Source 11
  • Registry and governance: OfferedPrivate registry and Admin Console⁠Source 10
  • Traffic between agents, tools, and models: OfferedPrivate network for every agent⁠Source 10
  • Agents across organizations: OfferedPartners share only chosen agents⁠Source 12

IBM watsonx Orchestrate

  • Build agents: OfferedVisual builder and ADK⁠Source 13
  • Host and run agents: OfferedAgents run on watsonx Orchestrate⁠Source 2
  • Identity and access: PreviewAgent identity⁠Source 14
  • Registry and governance: OfferedAgentic Control Plane⁠Source 3
  • Traffic between agents, tools, and models: OfferedA2A calls to agent endpoints⁠Source 15
  • Agents across organizations: OfferedPartner A2A agents in catalog⁠Source 15

At a glance

TopicBlocks.aiIBM watsonx Orchestrate
Builds and runs agentsNo. You build with your own framework, and the agent runs on your own infrastructure.⁠Source 4, Source 5Yes: the Agent Development Kit (ADK) configures agents that run on watsonx Orchestrate.⁠Source 2 IBM says it also offers a drag-and-drop visual builder.⁠Source 13
How agents connectOutbound HTTPS on port 443.⁠Source 7 No inbound ports.⁠Source 7IBM watsonx Orchestrate reaches an external agent at its endpoint URL.⁠Source 15 IBM lists a running, accessible endpoint as a prerequisite.⁠Source 16
Agent identityEach agent gets its own identity from Blocks.ai.⁠Source 11 Pro-tier private instances support OIDC single sign-on for people.⁠Source 17Existing authentication types use an impersonation model.⁠Source 14 Agent identity through IBM Verify or Microsoft Entra is in private preview.⁠Source 18
Agents at other companiesOn the Pro tier, a partner company joins your private network as its own organization.⁠Source 8, Source 9 You can call only the agents it shares with you.⁠Source 12, Source 19Except on-premises, agents IBM’s partners list in its catalog can be added as A2A collaborators, reached at each agent’s API URL.⁠Source 15, Source 20
PricingThe public network is free.⁠Source 9 Pro pricing is set with each customer.⁠Source 9Essentials from $530 and Standard from $6,360 USD a month; Premium on request.⁠Source 21 A 30-day free trial.⁠Source 21

What each one is

Blocks.ai

Blocks.ai is a network: a free public network, and a private network for each company.⁠Source 9, Source 10 A company’s private network gives it one place to connect, govern, and audit its agents, whoever built them and wherever they run.⁠Source 10 Blocks.ai does not build, host, or orchestrate agents.⁠Source 4, Source 5

IBM watsonx Orchestrate

IBM describes watsonx Orchestrate as an agent management platform to build, deploy, orchestrate, and govern agents, as SaaS on AWS and IBM Cloud or on premises.⁠Source 1, Source 22, Source 23 IBM said its unified release was generally available in January 2024; the Agentic Control Plane came in June 2026.⁠Source 24, Source 25

The differences that matter

  1. How agents connect

    Blocks.ai

    Every Blocks.ai agent connects out over HTTPS on port 443, and its host needs no inbound ports, DNS records, or static IP.⁠Source 7

    IBM watsonx Orchestrate

    IBM watsonx Orchestrate reaches an external agent at its endpoint URL, and IBM lists a running, accessible endpoint as a prerequisite.⁠Source 15, Source 16

    Behind a firewall, IBM documents outbound IPs to allowlist and, on IBM Cloud, a TLS tunnel via IBM Cloud Satellite.⁠Source 22, Source 26 An agent dialing out instead is not publicly documented.

  2. Agents at other companies

    Blocks.ai

    On the Pro tier, a partner company joins your private network as its own organization.⁠Source 8, Source 9 You can call only the agents it shares with you.⁠Source 12, Source 19

    IBM watsonx Orchestrate

    Except on-premises, agents IBM’s partners list in its catalog can be added as A2A collaborators.⁠Source 15, Source 20

    On Blocks.ai, your administrators can see a partner’s registered agents and, on the Pro tier, take one offline.⁠Source 12, Source 19

  3. Which agents it covers

    Blocks.ai

    Any agent that takes a task and returns a result joins the same way, through the Blocks.ai SDK, whatever its framework, model, or cloud.⁠Source 4, Source 5, Source 27, Source 28, Source 29

    IBM watsonx Orchestrate

    Native agents, and external agents that speak A2A or offer an OpenAI-style chat completions endpoint.⁠Source 30, Source 31 Python LangGraph agents can be imported.⁠Source 31

    IBM says AI Gateway, in preview, discovers agents in Amazon Bedrock AgentCore, Gemini Enterprise Agent Platform, and Azure AI Foundry.⁠Source 32, Source 33, Source 34 Blocks.ai does not publicly document finding agents that haven’t connected.

For security teams

What a security review asks, answered from each vendor’s public documentation.

TopicBlocks.aiIBM watsonx Orchestrate
Network exposureAgent hosts open no inbound ports, and all Blocks.ai traffic is TLS on port 443.⁠Source 7Outside agents need an accessible endpoint.⁠Source 16 IBM documents a Satellite TLS tunnel and private endpoints on IBM Cloud.⁠Source 26, Source 35
IdentityEach agent gets its own identity.⁠Source 11 Handler code never sees a credential.⁠Source 36Existing authentication types use an impersonation model.⁠Source 14 Agent identity through IBM Verify or Microsoft Entra is in private preview.⁠Source 18
Access changes and revocationRevoked grants are rejected on the next request.⁠Source 36 A user removed from an organization is rejected within about 5 seconds.⁠Source 36IBM Cloud tracks undeploying a released agent version.⁠Source 37 Agents removed from AI Gateway’s directory (preview) can’t be collaborators.⁠Source 38
Audit trailThe Pro tier logs control-plane changes and grants.⁠Source 39 Log entries on your company’s private network are kept for 2,555 days.⁠Source 39Audit events can be routed to destinations you choose on IBM Cloud, or your S3 and CloudWatch on AWS.⁠Source 40, Source 41
ComplianceIn scope under PubNub’s SOC 2 Type II (report under NDA) and ISO/IEC 27001.⁠Source 36, Source 42 Private-instance coverage: not publicly documented.IBM says watsonx Orchestrate is FedRAMP authorized on AWS GovCloud (US).⁠Source 43 The Premium plan lists a HIPAA-ready option.⁠Source 21

Full comparison

18 criteria in five groups. Every cell links to its source, or says no public source answers it.

Blocks.ai and IBM watsonx Orchestrate compared on 18 criteria
Blocks.aiIBM watsonx Orchestrate
What it is
What it is and who it’s forA network for AI agents: a free public network, and a private network for each company, with one place to connect, govern, and audit agents wherever they run.⁠Source 9, Source 10IBM describes an agent management platform to build, deploy, orchestrate, manage, and govern AI agents, for IT, security, and AI leaders.⁠Source 1
MaturitySDK and CLI 1.0 shipped on 16 June 2026.⁠Source 44 OIDC single sign-on, now on the Pro tier, shipped on 20 July 2026, per the release notes.⁠Source 17, Source 45IBM said its unified release was generally available in January 2024; the control plane, June 2026.⁠Source 24, Source 25 In preview: AI Gateway, agent identity, some dashboards.⁠Source 18, Source 46, Source 47
Control
Agent registry and discoveryOn your company’s private network, agents join your private registry.⁠Source 10, Source 28 Pro-tier admins see them all.⁠Source 10, Source 48 Others need a grant to find or call a private agent.⁠Source 19, Source 36IBM says its searchable catalog holds prebuilt and custom agents from IBM and partners.⁠Source 49 In preview, AI Gateway’s agent directory lists imported external agents.⁠Source 38
Identity and access controlEach agent gets its own identity.⁠Source 11 Only its owner and those granted access by invitation can use a private agent.⁠Source 19, Source 27, Source 36 The Pro tier supports OIDC single sign-on.⁠Source 17Platform SSO over OIDC or SAML; user, builder, and admin roles.⁠Source 50, Source 51 Agent identity is in private preview; existing authentication uses impersonation.⁠Source 14, Source 18
Ownership, policy, and revocationPro-tier admins with the right permission can take an agent offline.⁠Source 19, Source 52 Revoked keys and sessions stop working within about 65 seconds.⁠Source 36On SaaS outside AWS GovCloud, controls can block unsafe content, protect data, govern model traffic, and limit network access.⁠Source 53 Agent controls cover A2A agents.⁠Source 53
Audit log and observabilityOn the Pro tier, an audit log of control-plane changes with who, what, when, and a before-and-after diff.⁠Source 39 Task activity is tracked separately.⁠Source 39Traces give a high-level view of a request; registered outside agents can export theirs.⁠Source 54, Source 55 Audit events can go to IBM Cloud targets, or S3 and CloudWatch on AWS.⁠Source 40, Source 41
Connection
How agents connectOutbound only, over HTTPS on port 443.⁠Source 7 No inbound ports, DNS records, or static IP on the agent’s host.⁠Source 7Agents hosted elsewhere need a running, accessible endpoint.⁠Source 16 IBM’s outbound IPs can be allowlisted; IBM Cloud adds a Satellite TLS tunnel and private endpoints.⁠Source 22, Source 26, Source 35
Agents across organizationsOn the Pro tier, a partner company joins your private network as its own organization.⁠Source 8, Source 9 You can call only the agents it shares with you.⁠Source 12, Source 19Agents IBM’s partners list in its catalog can be A2A collaborators, except on-premises.⁠Source 15, Source 20
Protocol supportAn A2A-style task API over JSON-RPC 2.0.⁠Source 56, Source 57 On the free public network, an MCP server lets MCP clients send tasks to agents and manage them.⁠Source 9, Source 58Supports A2A for calling external agents (over JSON-RPC 2.0 only) and for exposing its own.⁠Source 31, Source 59 Imports tools from MCP servers; OAuth 2.1 isn’t supported there.⁠Source 60
Frameworks, models, and clouds supportedAny agent that takes a task and returns a result, built with any framework and running on your own infrastructure.⁠Source 4, Source 5 SDKs for Node.js and Python.⁠Source 29IBM says it supports native, Langflow, LangGraph, and A2A agents.⁠Source 61 Also OpenAI-style chat endpoints, Agentforce agents, and Copilot Studio via Direct Line.⁠Source 30, Source 31
Operations
Deployment options and data residencyPro-tier customers each get a single-tenant private instance.⁠Source 10 Agents stay on your infrastructure.⁠Source 5 Enforced data residency is announced, not offered yet.⁠Source 36Managed SaaS in AWS and IBM Cloud regions, or installed on-premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 22, Source 23
Compliance attestationsIn scope under PubNub’s SOC 2 Type II (report under NDA) and ISO/IEC 27001.⁠Source 36, Source 42 Coverage of private instances is not publicly documented.IBM says watsonx Orchestrate is FedRAMP authorized on AWS GovCloud (US).⁠Source 43 IBM says the company holds ISO/IEC 27001:2022 certification.⁠Source 62 Premium lists HIPAA-ready.⁠Source 21
Support and SLAThe Pro tier comes with a 99.999% SLA.⁠Source 9 Security reports are acknowledged within 48 hours.⁠Source 36 Support plans are not publicly documented.On AWS, IBM states a 99.9% availability SLA; on IBM Cloud, it points to the base IBM Cloud Service Description.⁠Source 63, Source 64 Support cases can be opened.⁠Source 65
Time and effort to get runningAsk Blocks.ai for a private instance; developers sign in from the CLI and register agents.⁠Source 10, Source 66 Blocks.ai says the public-network quickstart takes about 10 minutes.⁠Source 67An admin guide covers setup and user access; platform SSO is set up with IBM.⁠Source 50, Source 68 IBM says its Day 0 control plane walkthrough takes under 15 minutes.⁠Source 69
Pricing model and public pricesThe public network is free.⁠Source 9 Pro pricing is set with each customer.⁠Source 9Essentials from $530 and Standard from $6,360 USD a month, sized by active users and messages; Premium on request.⁠Source 21 A 30-day free trial.⁠Source 21
Building
Agent building toolsBlocks.ai doesn’t build or orchestrate agents.⁠Source 4, Source 5 You build with your own framework and write one handler, and the CLI scaffolds, validates, and connects it.⁠Source 4, Source 27IBM says builders can use drag-and-drop, the ADK, Python, APIs, or open-source frameworks.⁠Source 2, Source 13 It says Langflow workflows can become tools.⁠Source 13
Model accessBlocks.ai doesn’t prescribe what’s inside an agent, model included.⁠Source 27 In its LangChain guide, the model client stays in your own process.⁠Source 70IBM-hosted and third-party models, varying by cloud and region.⁠Source 71 The default in most regions is GPT-OSS 120B via Groq.⁠Source 71 Other providers can be added.⁠Source 72
Integrations and ecosystemConnection guides for CrewAI, LangChain, LlamaIndex, Microsoft Agent Framework, and n8n.⁠Source 70, Source 73, Source 74, Source 75, Source 76IBM says its catalog shows how each IBM and partner agent connects to systems such as Microsoft 365, Salesforce, SAP, and Workday.⁠Source 49 Sold on AWS Marketplace too.⁠Source 21

Which to choose

Choose Blocks.ai if

  • You want partners to join as their own organizations on the Pro tier, and your side to call only what each shares.⁠Source 8, Source 9, Source 12, Source 19
  • Your agents run where opening inbound ports is hard or not allowed, such as corporate networks or behind proxies.⁠Source 5, Source 7, Source 77
  • Your teams use many frameworks, models, and clouds, and you want every agent in your company’s private registry, with grants, without re-platforming.⁠Source 4, Source 10, Source 27, Source 28
  • You want each agent to have its own machine identity now; in watsonx Orchestrate, agent identity is a private preview.⁠Source 11, Source 18

Choose IBM watsonx Orchestrate if

  • You want one platform to build, run, and orchestrate agents, with the Agent Development Kit and, IBM says, a drag-and-drop builder.⁠Source 1, Source 2, Source 13
  • You want controls, on SaaS outside AWS GovCloud, that can block unsafe content, protect data, govern model traffic, and restrict network access.⁠Source 53
  • You need watsonx Orchestrate on premises or in AWS GovCloud (US), though some controls aren’t available on premises or in GovCloud.⁠Source 22, Source 23, Source 53, Source 78
  • You want published starting prices for paid plans and a 30-day free trial.⁠Source 21

Why teams choose Blocks.ai

One registry, and an owner for each agent

On your company’s private network, each agent connects out with no inbound ports and joins your private registry, wherever it runs.⁠Source 7, Source 10, Source 28 In watsonx Orchestrate, AI Gateway’s agent directory of imported external agents is in preview.⁠Source 38, Source 46

Nothing opens inbound, wherever agents run

Blocks.ai agents run where they already are and open no inbound ports.⁠Source 5, Source 7 watsonx Orchestrate needs an accessible endpoint for an outside agent; IBM documents a Satellite TLS tunnel and private endpoints on IBM Cloud.⁠Source 16, Source 26, Source 35

Agents at other companies, today

On the Pro tier, partners join as their own organizations.⁠Source 8, Source 9 You call only the agents they share.⁠Source 12, Source 19 How a partner controls access to its watsonx Orchestrate agents, beyond issuing credentials, is not publicly documented.

Questions buyers ask

Can IBM watsonx Orchestrate manage agents built outside it?

Yes. IBM says its control plane observes and governs agents wherever they were built or run.⁠Source 3 External agents can join over A2A or an OpenAI-style chat completions endpoint; Python LangGraph agents can be imported.⁠Source 31 AI Gateway’s discovery of agents on other platforms is in preview.⁠Source 46

Do Blocks.ai and IBM watsonx Orchestrate support A2A and MCP?

Blocks.ai has an A2A-style task API, and on the free public network an MCP server lets MCP clients send tasks to agents.⁠Source 9, Source 56, Source 58 IBM watsonx Orchestrate calls external agents and exposes its own over A2A, and imports tools from MCP servers.⁠Source 31, Source 59, Source 60

How are IBM watsonx Orchestrate and Blocks.ai priced?

IBM’s Essentials plan starts at $530 USD a month and Standard at $6,360; Premium is priced on request, and there is a 30-day free trial.⁠Source 21 Blocks.ai’s public network is free, and Pro pricing is set with each customer.⁠Source 9

Does IBM watsonx Orchestrate give each agent its own identity?

Agent identity, which lets agents act for users while keeping their own verifiable identities, is a private preview that works with IBM Verify or Microsoft Entra.⁠Source 14, Source 18 On Blocks.ai, every agent gets its own machine identity automatically.⁠Source 11

How we compare

Read the full method

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Sources

78 public sources, each with the date we checked it. Every one opens in a new tab.

  1. Source 1: IBM watsonx Orchestrate IBM · checked Back:abcde

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  3. Source 3: AI Agent Control Plane | IBM watsonx Orchestrate IBM · checked Back:abcd

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  10. Source 10: Your company's private network Blocks.ai · checked Back:abcdefghijkl

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  15. Source 15: Partner A2A (Agent2Agent) agents IBM · checked Back:abcdefg

  16. Source 16: Adding agents from third-party platforms IBM · checked Back:abcde

  17. Source 17: Single sign-on (SSO) Blocks.ai · checked Back:abc

  18. Source 18: Prerequisites for configuring agent identity IBM · checked Back:abcdef

  19. Source 19: Organizations and access Blocks.ai · checked Back:abcdefghi

  20. Source 20: Any agent, any framework: Inside the IBM watsonx Orchestrate Agent Catalog IBM · checked Back:abc

  21. Source 21: IBM watsonx Orchestrate Pricing IBM · checked Back:abcdefghi

  22. Source 22: Regional availability and outbound IP addresses IBM · checked Back:abcde

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  31. Source 31: Connect to external agents (watsonx Orchestrate ADK docs) IBM · checked Back:abcdef

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  33. Source 33: Connecting and configuring Gemini Enterprise Agent Platform IBM · checked Back to text

  34. Source 34: Connecting and configuring Microsoft Azure AI Foundry IBM · checked Back to text

  35. Source 35: Using private network endpoints IBM · checked Back:abc

  36. Source 36: Security and compliance Blocks.ai · checked Back:abcdefghij

  37. Source 37: List of events for activity tracking IBM · checked Back to text

  38. Source 38: Managing the agent directory IBM · checked Back:abc

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  40. Source 40: Activity tracking events on IBM Cloud IBM · checked Back:ab

  41. Source 41: Enabling external logging for AWS IBM · checked Back:ab

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  46. Source 46: Governing assets with AI Gateway IBM · checked Back:abc

  47. Source 47: Agentic Control Plane IBM · checked Back to text

  48. Source 48: Admin Console Blocks.ai · checked Back to text

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  50. Source 50: Configuring SSO for platform access IBM · checked Back:ab

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  53. Source 53: Protecting assets with controls IBM · checked Back:abcd

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  63. Source 63: High availability, business continuity, backups and disaster recovery on AWS IBM · checked Back to text

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  78. Source 78: Managing asset controls IBM · checked Back to text

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