OS
OpenAI · Active

OpenAI Swarm

Archived educational framework for multi-agent handoff patterns

Evidence-backed profile summary

Agenova records OpenAI Swarm as a workflow automation product from OpenAI. Accepted availability evidence: The official repository labels Swarm experimental and educational, documents source installation, and states that the OpenAI Agents SDK replaces it for production use.

Category
Workflow automation
Purpose taxonomy
Business Operations (ade-1a.v1)
Pricing
Open Source
Deployment
Self Hosted
Source freshness
Attention required
Evidence coverage
1 of 8 fields
Execution status
No published execution evidence
Last assessed
2026-09-09
Last source scan
2026-09-20
Last material change
No accepted change recorded
Canonical Agent entity

What is OpenAI Swarm?

OpenAI Swarm is an experimental educational framework that demonstrates lightweight multi-agent orchestration through Agents and handoffs.

Swarm provides client-side examples for instructions, tools, function calling, streaming, and conversational handoffs on the Chat Completions API. OpenAI's repository states that Swarm has been replaced by the production-ready OpenAI Agents SDK and recommends migration for production use. Evaluate Swarm only as historical learning material or for migration analysis; do not treat it as an actively maintained production framework, hosted service, or current OpenAI product recommendation.

Evidence boundary

What is verified—and what remains unknown.

Source-backed now

  • DeploymentThe official repository labels Swarm experimental and educational, documents source installation, and states that the OpenAI Agents SDK replaces it for production use.

Not yet verified

  • PricingNo accepted public source currently supports this field.
  • CapabilitiesNo accepted public source currently supports this field.
  • Enterprise controlsNo accepted public source currently supports this field.
  • Privacy & data policyNo accepted public source currently supports this field.
  • IntegrationsNo accepted public source currently supports this field.
  • Regional availabilityNo accepted public source currently supports this field.
  • Execution reliabilityNo publication-approved execution evidence.
Decision readiness

Evidence coverage: 13%

1 of 8 decision fields supported. Evidence coverage is not a product score.

Source-Backed
1
Execution-Verified
0
Intelligence Gap
6
Execution Evidence Gap
1
FieldCurrent answerEvidence stateSourceLast assessed
Pricing

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Capabilities

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Deployment

CONDITIONAL — official first-party source: The official repository labels Swarm experimental and educational, documents source installation, and states that the OpenAI Agents SDK replaces it for production use.

Source-BackedOpenAI Swarm official official repository source
Enterprise controls

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Privacy & data policy

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Integrations

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Regional availability

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Execution reliability

No publication-approved execution evidence is available for this Agent.

UnverifiedExecution Evidence GapNo accepted source
Evaluation status

Execution status: No published execution evidence

Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.

Product facts and market availability

Known facts, with boundaries visible.

Pricing
Open SourceProduct record
Deployment
Self HostedProduct record
Languages
English
Provider-listed markets
GlobalProvider-listed; not verified availability
Independently verified availability
Unverified
Access requirements
Not recorded
Payment access
Not verified
Network dependency
Not verified
Integrations
Not recordedNot verified
Capability intelligence · Evidence-aware, not a ranking

Capabilities and evidence

Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.

No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.

View full evidence audit9 audited fields · default collapsed

Version

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Capabilities

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Pricing

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Enterprise controls

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Privacy & data policy

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Integrations

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Regional availability

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Traceable provenance

Official sources

These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.

SourceType and providerSupportsReviewed
OpenAI Swarm official product pageofficial product · OpenAICanonical identity or product context
OpenAI Swarm official documentationofficial documentation · OpenAIIdentity
OpenAI Swarm official releasesrelease notes · OpenAICanonical identity or product context
OpenAI Swarm official official repository sourceofficial repository · OpenAI SwarmDeployment, Identity
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