Bubble vs Chatbase
A detailed comparison to help you choose between Bubble and Chatbase.
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Verdict: Chatbase wins
Chatbase scores 4.1/5, edging out Bubble at 4.0/5. Small and mid-size teams that want a grounded, multi-channel AI support agent with human handoff live quickly, and whose reply volume fits inside a credit pool they can model in advance.
Bubble Build full-stack apps without code | Chatbase Create custom AI chatbots from your data | |
|---|---|---|
| Rating | 4.0 (1 review) | 4.1 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Founders and small teams building data-driven, production web applications who want full-stack power without engineers and accept metered hosting plus platform lock-in. | Small and mid-size teams that want a grounded, multi-channel AI support agent with human handoff live quickly, and whose reply volume fits inside a credit pool they can model in advance. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierno code | api accessfree tierno code |
| Visit Bubble → | Visit Chatbase → |
Bubble
Pros
- + Deepest full-stack capability in no-code: built-in relational database, per-type privacy rules, workflow engine and API connector
- + Free plan is genuinely buildable — 50K workload units/month and 500 AI credits/month with no time limit
- + Metering is documented, not hidden: the Manual's workload list matched observed consumption in my testing
- + Mature ecosystem — plugin marketplace, templates, version control with up to 25 custom branches on Team
- + Enterprise track adds hosting-location choice, SOC2 report and SSO for regulated buyers
Cons
- - Three separate meters now (plan, workload units, AI credits) plus add-ons — budgeting takes real arithmetic
- - Performance at scale is bounded by the shared runtime; heavy repeating groups get slow without careful data modelling
- - The learning curve is real: visual does not mean simple, and non-technical founders hit the wall fast
- - Structural lock-in — no export of workflows, data model or privacy logic to code
- - Native mobile is a separate, more expensive track than the headline web pricing implies
Chatbase
Pros
- + Grounding is disciplined: in my 20-question test, 17 answers carried the right source and the unanswerable ones refused instead of inventing
- + Procedures run actions written in plain language — my mock order-lookup test needed no prompt engineering to trigger correctly
- + One agent covers web widget, WhatsApp, Messenger, Instagram, Slack, email, voice and telephony, with transcripts carried into helpdesk handoff
- + Model playground exposes Claude, Gemini, GPT, DeepSeek, Grok and Kimi so you can trade quality against credit cost per reply
- + Security posture is documented and audited: SOC 2 Type II, HIPAA-eligible Enterprise tier, GDPR compliance stated on the pricing page
Cons
- - Credit burn is model-dependent: the same scripted conversation cost me about 3x more credits on a Claude Sonnet-class model than the default
- - Removing the 'Powered by Chatbase' badge costs $99/month below Enterprise, so a clean-branded widget starts at $131/month, not $32
- - Exactly one AI agent per self-serve plan; a second bot is an add-on even on Pro
- - Free tier deletes your agent after 14 days of inactivity and gives only 50 credits — it is a sandbox, not a plan
- - No self-hosting, no code export, no bring-your-own model keys: you are fully rented into their stack
Frequently Asked Questions
Which is better, Bubble or Chatbase?▼
Chatbase scores higher at 4.1/5 vs 4.0/5 for Bubble, making it the better-rated option in our comparison.
What is the difference between Bubble and Chatbase?▼
Bubble: Bubble is a no-code platform for building full web and mobile apps, with a visual editor for design, database, logic and privacy rules, and AI generation for a first draft. Chatbase: Chatbase allows you to create AI-powered chatbots trained on your specific data to handle customer queries automatically and efficiently.
Is Bubble or Chatbase more affordable?▼
Bubble starts at €0/mo, Chatbase starts at €0/mo. Check the comparison table above for current pricing.
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