Softwr

AI Tools · head to head

Banana vs AI21 Labs

Banana logo

Banana

AI Tools

ML inference at scale

From
$0.0005/per-second
Rated
-
Full reviewWebsite
AI21 Labs logo

AI21 Labs

AI Tools

Enterprise language AI solutions

From
Free
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: Banana banana shut down its serverless GPU infrastructure on 31 March 2024 at noon PST and told customers to migrate to another provider by that time; AI21 Labs the free allowance is $10 of credit lasting 7 days rather than an ongoing free tier
  • They diverge on capability: Banana covers GPU inference, AI21 Labs covers Jamba models.

Where they differ

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

Attributes where Banana and AI21 Labs differ
AttributeBananaAI21 Labs
Starting price$0.0005/per-secondFree
Free tierNoYes
PlatformsCloud, ApiApi, Cloud
Founded20212017

Identical on both: pricing model (usage-based), user rating (Not yet rated), category (AI Tools).

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 Banana

  • GPU inference
  • Auto-scaling
  • Docker deployment
  • Low latency
  • Python SDK

Only in AI21 Labs

  • Jamba models
  • Long context
  • RAG engine
  • Writing tools
  • Amazon Bedrock
  • Cloud platforms

Both cover

  • REST API
  • Cloud support
  • Api support

What people use each for

The jobs each tool is most often brought in to do.

Banana

  • Historically, serverless GPU inference for machine learning modelsnot AI21 Labs
  • Migration reference for teams that ran models on Banana before the 2024 shutdownnot AI21 Labs

AI21 Labs

  • Running long-context tasks on the Jamba model familynot Banana
  • Building and optimising production AI agents with Maestronot Banana
  • Routing between models to control cost and accuracynot Banana
  • Long-horizon agentic tasks needing stateful workspacesnot Banana

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Banana

  • Banana shut down its serverless GPU infrastructure on 31 March 2024 at noon PST and told customers to migrate to another provider by that time
  • The vendor's own sunset notice names limited runway, retention problems and GPU supply constraints as the reasons for closing
  • The banana.dev site still displays pricing tiers, but every tier links to the sunset notice rather than to a purchase

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

Pricing, plan by plan

Banana

$0.0005/per-second
  • Starter$0.0005/per-second
    • A10G GPU
    • Basic support
  • ScaleFree
    • Volume discounts
    • Dedicated support

AI21 Labs

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

Which should you pick?

Choose Banana if

  • You need gpu inference.
  • You work on Cloud, Api.
  • You also want auto-scaling.
Banana review

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

Questions people ask

Is Banana or AI21 Labs better?
Neither clearly leads. Banana starts at $0.0005/per-second and AI21 Labs at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Banana or AI21 Labs?
AI21 Labs has a free tier; the other does not. Paid plans start at $0.0005/per-second for Banana and Free for AI21 Labs.
Does Banana or AI21 Labs run on more platforms?
Banana runs on Cloud, Api. AI21 Labs runs on Api, Cloud.
Can I use AI21 Labs for free?
Yes. AI21 Labs has a free tier, so you can try it without paying. Banana starts at $0.0005/per-second.
What is Banana best used for?
Banana is most often used for historically, serverless gpu inference for machine learning models, migration reference for teams that ran models on banana before the 2024 shutdown. Of those, historically, serverless gpu inference for machine learning models and migration reference for teams that ran models on banana before the 2024 shutdown are not what AI21 Labs is typically brought in for.
What can Banana do that AI21 Labs cannot?
Banana covers GPU inference, Auto-scaling, Docker deployment, Low latency. AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Both handle REST API, Cloud support, Api support.
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