Softwr

AI · head to head

Banana vs Captions

Banana logo

Banana

AI

ML inference at scale

From
$1200/month
Rated
-
Full reviewWebsite
Captions logo

Captions

Video Production

AI video editor that automates post-production at scale

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Captions 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; Captions credit rollover limited to 3x monthly maximum, forcing spending within quarters
  • They diverge on capability: Banana covers GPU inference, Captions covers AI Edit.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Banana and Captions actually diverge.

Attributes where Banana and Captions differ
AttributeBananaCaptions
Starting price$1200/monthFree
Pricing modelsubscriptionUnknown
Free tierNoYes
PlatformsCloud, ApiWeb, iOS, Android
CategoryAIVideo Production
Founded2021Unknown

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 Banana

  • GPU inference
  • Auto-scaling
  • Docker deployment
  • Low latency
  • REST API
  • Python SDK
  • Cloud support
  • Api support

Only in Captions

  • AI Edit
  • Auto-Captions
  • AI Avatars
  • Eye Contact Correction
  • Background Noise Removal
  • Pause Trimming
  • Text-to-Edit
  • Royalty-Free Music

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 Captions
  • Migration reference for teams that ran models on Banana before the 2024 shutdownnot Captions

Captions

  • Rapid video production for social media content at scalenot Banana
  • Converting long-form recordings into short-form clipsnot Banana
  • Adding captions and translations for global audience reachnot Banana
  • Cleaning up podcast and interview audio automaticallynot Banana
  • Building library of branded videos with consistent stylingnot 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

Captions

  • Credit rollover limited to 3x monthly maximum, forcing spending within quarters
  • Free plan provides limited editing capability, requiring immediate paid upgrade
  • Minimum 3-day refund window and 10-20 percent credit usage threshold restricts refunds
  • Per-credit pricing model increases costs for high-volume video production
  • Enterprise plan requires custom negotiation with no transparent pricing

Pricing, plan by plan

Banana

$1200/month
  • Team$1200/month
    • 10 team members
    • 5 projects
    • 50 max parallel GPUs
  • Enterprise$null/custom
    • Custom seat limit
    • Custom GPU configuration

Captions

Free
  • FreeFree
    • Basic editing tools
    • Trim functionality
    • Transitions
  • Max$24.99/month
    • 500 AI credits per month
    • AI Edit styles
    • Digital twins and custom AI actors
  • Scale 1x$69.99/month
    • 1,400 AI credits per month
    • Everything in Max
    • Sophisticated generative AI model access
  • Scale 2x$139.99/month
    • 2,800 AI credits per month
    • Everything in Max
    • Sophisticated generative AI model access

Which should you pick?

Choose Banana if

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

Choose Captions if

  • You need ai edit.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want auto-captions.
Captions review

Questions people ask

Is Banana or Captions better?
Neither clearly leads. Banana starts at $1200/month and Captions at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Banana or Captions?
Captions has a free tier; the other does not. Paid plans start at $1200/month for Banana and Free for Captions.
Does Banana or Captions run on more platforms?
Banana runs on Cloud, Api. Captions runs on Web, iOS, Android.
Can I use Captions for free?
Yes. Captions has a free tier, so you can try it without paying. Banana starts at $1200/month.
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 Captions is typically brought in for.
What can Banana do that Captions cannot?
Banana covers GPU inference, Auto-scaling, Docker deployment, Low latency. Captions covers AI Edit, Auto-Captions, AI Avatars, Eye Contact Correction.

Answered from the vendors’ own pages

Banana: How much does Banana's Team plan cost?

The Team plan costs $1,200 per month plus the cost of compute resources at cost with zero markup applied.

Source
Captions: What is the price of the Max plan?

The Max plan costs $24.99 per month and includes 500 AI credits per month, AI Edit styles, digital twins, chat-based editor, and custom B-roll.

Source
Banana: What is the maximum team size on Banana's Team plan?

The Team plan includes 10 team members and supports a maximum of 5 projects with up to 50 parallel GPUs.

Source
Captions: How many languages are supported for captions?

Captions supports 100+ languages for auto-caption generation with 100+ caption style options.

Source
Banana: Does Banana offer an Enterprise plan with custom pricing?

Banana offers an Enterprise plan with custom pricing plus at-cost compute, including SAML SSO, automation API, and dedicated support.

Source
Captions: Can I use Captions on mobile devices?

Yes, Captions is available on iOS App Store and Google Play for mobile editing, along with the web-based editor.

Source
Captions: What does the Scale pricing tier include?

Scale plans offer 1,400, 2,800, or 5,600 AI credits per month at $69.99, $139.99, and $279.99 respectively, with everything in Max plus access to sophisticated generative AI models.

Source
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