Features checked 21 Oct 2026
Chatbase vs Fin, Decagon, Sierra and more
See how nine AI customer service platforms compare on channels, helpdesks, Shopify, APIs and security, one feature at a time.
Chatbase is feature packed
Benchmark run · 28 Oct to 5 Nov 2026
Tested on live stores
We ran the same scripted shopping and support conversations with each vendor's AI agent on live stores that use it, and scored every conversation out of 100.
- Vendors scored
- 8
- Live stores
- 55
- Conversations
- 518
- Lanes
- 4
| Vendor | Image to checkout | Shopping | Support |
|---|---|---|---|
| Chatbase | 9 of 9 | 83 | 85.8 |
| Gorgias | Unsupported | 76.4 | 87.2 |
| Decagon | Unsupported | 73.8 | 81.8 |
| Sierra | Unsupported | 66.9 | 86.2 |
| Ada | Unsupported | 68.9 | 60.5 |
| Zendesk | Unsupported | 40.8 | 56.7 |
Image to checkout, vendor by vendor
| Vendor | Found the product from a photo | Put it in the store's cart |
|---|---|---|
| Chatbase | 9 of 9 stores | 9 of 9 stores |
| Gorgias | 5 of 5 stores | Unsupported |
| Ada | 3 of 7 stores | Unsupported |
| Sierra | Unsupported | Unsupported |
| Zendesk | Unsupported | Unsupported |
| Decagon | Unsupported | Unsupported |
- Image to checkout
- The shopper pastes a product photo, then asks the agent to find it, add it to the cart and check out. We checked each store's real cart after every add-to-cart request. Across the 36 stores in the photo test, only Chatbase both found the product from a photo and put it in the store's cart.
- Shopping and Support
- Ten-question conversations scored with a rubric adapted from Gorgias's public AI agent benchmark. Scores are points earned out of points reachable; a reasonable clarifying question never counts against an agent.
- Sample size
- Shopping and Support scores average up to five shopping and four support conversations per store, on 3 to 12 live stores per vendor. * Fewer than 9 judged conversations in that lane. Image to checkout is the share of stores where the agent reached checkout from a shopper's photo, on 4 to 9 stores per vendor.
Compare Chatbase with each competitor
Fin
AI agent from the makers of Intercom, now part of Salesforce.
Fin AI alternativesDecagon
Enterprise AI agents for chat, email and voice, sold through sales.
Chatbase vs DecagonSierra
Enterprise AI agents built in Sierra's no-code Agent Studio or its SDK, sold through sales.
Sierra AI alternativesAda
Enterprise AI agent that hands off to large contact center tools.
Ada alternativesZendesk
Helpdesk suite with AI agents built in.
Zendesk alternativesGorgias
Ecommerce helpdesk for Shopify stores, with an AI agent.
Gorgias alternativesTidio
Live chat for small businesses, with the Lyro AI agent.
Tidio alternativesBotpress
Developer platform for building custom chatbots and agents.
Chatbase vs BotpressBotsonic
AI chatbot builder trained on your content, with no code needed.
Botsonic alternativesFreshdesk
Helpdesk from Freshworks, with the Freddy AI agent.
Freshdesk alternativesAgentforce
Salesforce's AI agents for service and sales teams.
Agentforce alternativesFront
Shared inbox for support and operations teams.
Front alternativesLiveChat
Live chat software for websites and online stores.
LiveChat alternatives
How this comparison was built
- Most competitor answers come from that vendor's own website, docs, pricing or trust page.
- Where a vendor's own pages don't cover a feature, the answer comes from its official channel or certification lists, its trust center, or an independent review.
- Tap or hover a partial symbol in the matrix to see what is missing and where the answer comes from.
- Resolution rates are each vendor's own claim and are measured in different ways, so they can't be compared directly.
- Checked on 21 Oct 2026. The helpdesk, Shopify, API and MCP rows, and every answer that needed a second look, were checked again on 26 Oct 2026. Vendors change their products often, so some answers may have changed since.
Frequently asked questions
The world’s best customer experiences run on Chatbase
Teams use Chatbase to build AI agents that answer customers on chat, email and voice.