Agents

Rasa

Open-source conversational AI framework

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★4.2ratingPricing · FreemiumStable
The FalcoScan Intel PanelRasa · Agents
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend
Rating
4.2
of 5 · FalcoScan rating

Agents AI has a narrow moat on average, from the moat scores of its rated products. What protects Agents AI tools, and the widest moats

The Brief

What Rasa does

Rasa is an agent platform for product teams building customer-facing AI. It extends large language models with structured flows, deterministic logic, and built-in recovery patterns. Named product areas include CALM, Chat, Enterprise RAG, NLU, Voice, Agentic AI, Multilingual AI, Orchestration, and MCP. A Studio workspace lets team members build, review, evaluate, and monitor agents visually, with changes saved as code in a shared repository. Developers can work in an IDE using the CLI and SDKs. Rasa runs agents against simulated text and voice conversations for evaluation. Agents can deploy across hotlines, Slack, web chat, WhatsApp, and email, and run on the infrastructure, models, and data of the customer. Decisions can be traced. The page links to a Pricing page but does not state a pricing model, and it says the Developer Edition is free and provides access to Rasa with CALM.

How Rasa compares with its closest alternatives

3 of the 5 closest alternatives have a free plan, as Rasa does. All 5 offer an API, as Rasa does. Rasa offers a web app and a command-line tool. Of the alternatives, 4 offer a web app and 1 offers a command-line tool. Rasa was founded in 2016; the alternatives were founded between 2016 and 2023. The alternatives with a known headquarters are in the United States and Germany.

Market position · Agents

How Rasa compares in Agents

Rasa has moderate opportunity and sits in the bottom third of 423 live Agents tools on FalcoScan. Across Agents, the average opportunity score is 72.6 and the average saturation score 31.5. FalcoScan rates Rasa's own market position as contested. 179 of the 423 operating Agents tools have hot momentum, and FalcoScan has recorded 15 shutdowns in the category.

Rasa compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
RasaFounded 2016ModerateContestedFreemium—YesYesWeb, API, CLIStable
Botpress CommunityFounded 2017 · San Francisco, United StatesModerateContestedFreemium—YesYesWeb, APIRising
CognigyFounded 2016 · Düsseldorf, GermanyHighOpenPaid—NoYesWebRising
Semantic Kernel AgentsFounded 2023 · Redmond, United StatesHighOpenFree—YesYesAPI, CLIHot
Dify Enterprise AIFounded 2023HighOpenPaid—NoYesWeb, APIStable
Botpress Studio AIFounded 2021 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Agents.

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What it ships with

Capabilities & who uses it

The capabilities Rasa exposes to builders and the verticals it currently serves.

AI Capabilities
AgentsText GenerationClassification
Industry Verticals
SoftwareFinanceHealthcare
Tagged

Rasa shows up when builders search for these

open-sourcenluenterprise
Similar tools · Agents

Alternatives to Rasa

Products still running that do the same job, from the agents market and related ones, closest match first.

See the Agents market
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Botpress Community

Open-source conversational AI platform

★ 4.3Opportunity Moderate
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Cognigy

Enterprise conversational AI platform

★ 4.3Opportunity High
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Semantic Kernel Agents

Build enterprise AI agents with .NET and Python

★ 4.4Opportunity High
Free
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Dify Enterprise AI

Enterprise LLM application platform

★ 4.4Opportunity High
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Botpress Studio AI

Open-source AI chatbot platform

★ 4.3Opportunity High
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Cassidy AI Workflows

AI-powered workflows for enterprise teams

★ 4.3Opportunity Moderate
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Featured in
Questions

Rasa: common questions

Is Rasa free?

Rasa has a free tier, with paid plans.

What are the best alternatives to Rasa?

The closest alternatives to Rasa that are still running, matched on the AI capabilities, uses and audience they share, are Botpress Community, Cognigy, Semantic Kernel Agents, Dify Enterprise AI, and Botpress Studio AI.

Is Rasa still running?

Yes. As of 2 November 2026, FalcoScan lists Rasa as operating at rasa.com.

Does Rasa have an API?

Yes. Rasa offers an API.

Who is Rasa for?

Rasa is built for developers and enterprises.

How do I sign in to Rasa?

Sign in on Rasa's own website, rasa.com. FalcoScan reviews Rasa but does not run its accounts, so logins, passwords and billing are handled by Rasa directly.

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