AgentX vs Chatbase
A detailed comparison to help you choose between AgentX and Chatbase.
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Verdict: Chatbase wins
Chatbase scores 4.1/5, edging out AgentX at 3.7/5. 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.
AgentX Build, orchestrate and evaluate multi-agent AI systems | Chatbase Create custom AI chatbots from your data | |
|---|---|---|
| Rating | 3.7 (1 review) | 4.1 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Teams and agencies shipping multi-agent workflows to real users who want build, deploy and observability in one workspace — and who can accept demo-level evaluation unless they buy Enterprise. | 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 | no codefree tierapi access | api accessfree tierno code |
| Visit AgentX → | Visit Chatbase → |
AgentX
Pros
- + Credit pricing is genuinely transparent — my runs matched published rates exactly (1 credit per basic-model response, 1 per 3,000 embedded characters)
- + Evaluation produced a score in seconds with AI failure analysis naming the specific tool call to fix
- + Deployment breadth is real: ten channels, versioned rollouts, logs and traces on every run
- + Framework-agnostic tracing works over agents built in LangChain or the OpenAI Agents SDK without rebuilding them
- + Public, itemised pricing from $0 to $299/month with scenario-based cost examples on the pricing page
Cons
- - The headline capability — full evaluation and CI/CD gating — is Enterprise-only; self-serve tiers get demo mode
- - Credit burn scales steeply with model quality: expert models cost 4-5 credits per response versus 1 for basic ones
- - No on-premises, SSO or dedicated infrastructure below Enterprise
- - Little public company information (no funding history surfaced), and the 'AgentX' name collides with unrelated products
- - Vendor claims of 52+ models and 200+ integrations exceed what I could verify in a sample check
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, AgentX or Chatbase?▼
Chatbase scores higher at 4.1/5 vs 3.7/5 for AgentX, making it the better-rated option in our comparison.
What is the difference between AgentX and Chatbase?▼
AgentX: AgentX is a platform for building, orchestrating and evaluating multi-agent AI systems, with observability over how each agent behaves in production. Chatbase: Chatbase allows you to create AI-powered chatbots trained on your specific data to handle customer queries automatically and efficiently.
Is AgentX or Chatbase more affordable?▼
AgentX starts at €0/mo, Chatbase starts at €0/mo. Check the comparison table above for current pricing.
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