Software · head to head
AI21 Labs vs Gladly
The short version
- Only AI21 Labs has a free tier, so it costs nothing to try first.
- Each has a real cost: AI21 Labs the free allowance is $10 of credit lasting 7 days rather than an ongoing free tier; Gladly no pricing is published at any level, and the pricing page states no per agent cost, per conversation rate, minimum commitment or feature tiers
- They diverge on capability: AI21 Labs covers Jamba models, Gladly covers Lifelong conversation.
Where they differ
Only the attributes on which AI21 Labs and Gladly actually diverge.
Identical on both: user rating (Not yet rated), category (Unknown).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in AI21 Labs
- Jamba models
- Long context
- RAG engine
- Writing tools
- REST API
- Amazon Bedrock
- Cloud platforms
- Api support
Only in Gladly
- Lifelong conversation
- Omnichannel support
- Customer timeline
- Task management
- Knowledge base
- IVR
- Shopify
- Salesforce
What people use each for
The jobs each tool is most often brought in to do.
AI21 Labs
- Running long-context tasks on the Jamba model familynot Gladly
- Building and optimising production AI agents with Maestronot Gladly
- Routing between models to control cost and accuracynot Gladly
- Long-horizon agentic tasks needing stateful workspacesnot Gladly
Gladly
- Customer service built around a single customer record rather than ticketsnot AI21 Labs
- Handling support conversations across voice, messaging and emailnot AI21 Labs
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
AI21 Labs
- The free allowance is $10 of credit lasting 7 days rather than an ongoing free tier
- Jamba Large is $2 per million input tokens and $8 per million output, so output-heavy work costs four times as much as input
- Volume discounts, private cloud hosting and higher rate limits require a custom plan
- Standard rate limits are not published
Gladly
- No pricing is published at any level, and the pricing page states no per agent cost, per conversation rate, minimum commitment or feature tiers
- The pricing page presents outcome statistics in place of any cost information
- Every route to a figure goes through a demo or sales conversation
Pricing, plan by plan
AI21 Labs
Free- Free TrialFree
- Limited usage
- API access
- Jamba$0.2/per-million-input-tokens
- 256K context
- Hybrid architecture
Gladly
$180/month- Hero$180/month
- All channels
- Customer timeline
- Knowledge base
- Superhero$210/month
- Everything in Hero
- Custom reporting
- Advanced rules
Which should you pick?
Choose AI21 Labs if
- You need jamba models.
- You want to start without paying.
- You work on Api, Cloud.
- You also want long context.
Choose Gladly if
- You need lifelong conversation.
- You work on Web, Ios, Android.
- You also want omnichannel support.
Questions people ask
- Is AI21 Labs or Gladly better?
- Neither clearly leads. AI21 Labs starts at Free and Gladly at $180/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, AI21 Labs or Gladly?
- AI21 Labs has a free tier; the other does not. Paid plans start at Free for AI21 Labs and $180/month for Gladly.
- Does AI21 Labs or Gladly run on more platforms?
- AI21 Labs runs on Api, Cloud. Gladly runs on Web, Ios, Android.
- Can I use AI21 Labs for free?
- Yes. AI21 Labs has a free tier, so you can try it without paying. Gladly starts at $180/month.
- What is AI21 Labs best used for?
- AI21 Labs is most often used for running long-context tasks on the jamba model family, building and optimising production ai agents with maestro, routing between models to control cost and accuracy, long-horizon agentic tasks needing stateful workspaces. Of those, running long-context tasks on the jamba model family and building and optimising production ai agents with maestro are not what Gladly is typically brought in for.
- What can AI21 Labs do that Gladly cannot?
- AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Gladly covers Lifelong conversation, Omnichannel support, Customer timeline, Task management.
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