Chatbase vs Voiceflow

Side-by-side comparison of features, pricing, and ratings

Analysis generated Live tool data as of 2026-11-09
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Chatbase or Voiceflow: which should you choose?

DimensionChatbaseVoiceflow
PricingFrom $32/mo billed annuallyUsage-based
Best forE-commerce brands automating order status, returns, and billing questions across chat, email, and WhatsApp, SaaS support teams that want one agent across chat, email, and Slack without engineering helpCX and support teams that need a defensible AI resolution rate, Teams shipping voice and chat agents from a single build
Standout featuresNo-code AI agent builder with plain-language instructions, procedures, and guardrails · Procedures executed step by step with built-in actions such as lookup_order and payment_info · Built-in actions including get invoices, payment_info, and cancel subscriptionStudio drag-and-drop canvas for building chat and voice agents · Agentic Playbooks with goal-based reasoning and tool calling · Deterministic Workflows with steps and branches for fixed processes
Viability score93/10093/100
APIYesYes

Chatbase is the stronger pick for e-commerce brands automating order status, returns, and billing questions across chat, email, and whatsapp; Voiceflow fits better for cx and support teams that need a defensible ai resolution rate.

Built from live tool data, last verified 2026-11-09.

Chatbase
Chatbase

No-code AI customer support agents that resolve chat, email, and voice tickets end to end.

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Voiceflow
Voiceflow

Voiceflow is a visual platform where CX teams and engineers build, test and ship chat and voice AI agents on one canvas.

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Pricing
Paid
Paid
Plans
Hobby$32/mo billed annually
Basic$120/mo billed annually
Business$400/mo billed annually
EnterpriseCustom
Agencies & PartnersUsage-based
BusinessRequest pricing
Popularity
3.3k views
6.3k views
Skill Level
Beginner-friendly
Intermediate
API Available
Platforms
WebAPIMobilePlugin
WebAPICLI
Categories
💬 Chatbot Builders💬 Customer Support☎️ Voice AI Agents & Phone Automation
💬 Chatbot Builders☎️ Voice AI Agents & Phone Automation
FeaturesChatbaseVoiceflow
No-code AI agent builder with plain-language instructions, procedures, and guardrails
Procedures executed step by step with built-in actions such as lookup_order and payment_info
Built-in actions including get invoices, payment_info, and cancel subscription
Automated test conversations with expected-action checks and mock responses
Drafts and version history with highlighted diffs and restore
Backstage AI operations assistant via dashboard, Slack, or iMessage
Backstage audits and reports with approval before changes apply
Deploy to web chat, WhatsApp, Messenger, Instagram, Slack, email, and voice
Voice AI agent with telephony and 10-20 concurrent calls on paid tiers
Inbound email support that reads, responds, and resolves without a queue
Interactive chat widgets returning order-status cards, calendars, and buttons
Shared Helpdesk inbox for AI-resolved and human tickets
Multi-model Playground comparing OpenAI, Anthropic, Gemini, DeepSeek, Mistral, MoonshotAI, and Z.ai models
GPT-6.1 Terra model option billed at 2 message credits per response
WhatsApp Business app integration routing an existing number to the agent
Studio drag-and-drop canvas for building chat and voice agents
Agentic Playbooks with goal-based reasoning and tool calling
Deterministic Workflows with steps and branches for fixed processes
Global prompt and instructions governing agent behavior
Atlas AI copilot that reads transcripts and drafts playbook and test changes
Atlas review step before prompt and instruction changes are approved
Atlas can provision a phone number for an agent
Atlas optimization of long playbooks and Main Agent instructions
Rehearsal conversation simulations and tests
LLM-powered evaluations with configurable criteria
Transcripts with keyword search and environment filtering
Prism and Analytics for resolution-rate and outcome tracking
Knowledge base syncing from help centers, sites and PDFs, with source-page citations
Custom JavaScript Functions and API tools callable mid-conversation
Integrations with Zendesk, Salesforce, HubSpot, Shopify, Twilio, Airtable, Make, Gmail and Google Sheets
IntegrationsChatbaseVoiceflow
Shopify
Slack
WhatsApp
Messenger
Instagram
Calendly
WordPress
Stripe
Zendesk
Salesforce
Intercom
HubSpot
Zoho Desk
Freshdesk
Gorgias
Twilio
Airtable
Make
Gmail
Google Sheets
Telnyx
Vonage
Cartesia
ElevenLabs
Deepgram
Soniox

Frequently Asked Questions

Which is better, Chatbase or Voiceflow?

The best choice between Chatbase and Voiceflow depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Chatbase and Voiceflow?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Chatbase or Voiceflow?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

What else are Chatbase and Voiceflow compared with?

Where can you read more about Chatbase and Voiceflow?

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Analysis generated by our model pipeline from live data: