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AI Tools · head to head

AI21 Labs vs Freshservice

AI21 Labs logo

AI21 Labs

AI Tools

Enterprise language AI solutions

From
Free
Rated
-
Full reviewWebsite
Freshservice logo

Freshservice

Customer Support

Modern IT service management

From
$19/month
Rated
-
Full reviewWebsite

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; Freshservice change, problem and release management require the Pro plan at $99 per agent per month, so core ITIL processes sit two tiers up
  • They diverge on capability: AI21 Labs covers Jamba models, Freshservice covers Incident management.

Where they differ

Only the attributes on which AI21 Labs and Freshservice actually diverge.

Attributes where AI21 Labs and Freshservice differ
AttributeAI21 LabsFreshservice
Starting priceFree$19/month
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsApi, CloudWeb, Ios, Android
CategoryAI ToolsCustomer Support
Founded20172010

Identical on both: user rating (Not yet rated).

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 Freshservice

  • Incident management
  • Asset management
  • Change management
  • Knowledge base
  • Automation
  • Reporting
  • Slack
  • Microsoft Teams

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 Freshservice
  • Building and optimising production AI agents with Maestronot Freshservice
  • Routing between models to control cost and accuracynot Freshservice
  • Long-horizon agentic tasks needing stateful workspacesnot Freshservice

Freshservice

  • IT service management and internal help desk ticketingnot AI21 Labs
  • Asset management and change control for IT teamsnot 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

Freshservice

  • Change, problem and release management require the Pro plan at $99 per agent per month, so core ITIL processes sit two tiers up
  • Every plan includes only 100 ITAM asset units, with more sold separately regardless of tier
  • Orchestration transactions are metered monthly, from 1,000 on Starter to 20,000 on Enterprise, with extra packs at $250 per 1,000
  • The Freddy AI copilot is a $29 per agent per month add on on top of Pro or Enterprise
  • Sandbox and audit logs are Enterprise only, which carries no published price

Pricing, plan by plan

AI21 Labs

Free
  • Free TrialFree
    • Limited usage
    • API access
  • Jamba$0.2/per-million-input-tokens
    • 256K context
    • Hybrid architecture

Freshservice

$19/month
  • Starter$19/month
    • Incident management
    • Knowledge base
    • Self-service portal
  • Growth$49/month
    • Asset management
    • Approval workflows
    • SLA management
  • Pro$95/month
    • Problem management
    • Change management
    • Release management
  • Enterprise$119/month
    • Freddy AI
    • Audit logs
    • Custom SSL

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.
AI21 Labs review

Choose Freshservice if

  • You need incident management.
  • You work on Web, Ios, Android.
  • You also want asset management.
Freshservice review

Questions people ask

Is AI21 Labs or Freshservice better?
Neither clearly leads. AI21 Labs starts at Free and Freshservice at $19/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AI21 Labs or Freshservice?
AI21 Labs has a free tier; the other does not. Paid plans start at Free for AI21 Labs and $19/month for Freshservice.
Does AI21 Labs or Freshservice run on more platforms?
AI21 Labs runs on Api, Cloud. Freshservice 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. Freshservice starts at $19/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 Freshservice is typically brought in for.
What can AI21 Labs do that Freshservice cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Freshservice covers Incident management, Asset management, Change management, Knowledge base.
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