Provisional fares. Limited beta. Measured on real GPU runs, and they may change before launch. What this means

Offpeak

Bulk AI jobs, queued, at a published flat price.

Send a batch of images or audio. It waits its turn for a GPU, then every unit costs the fare in the table. That is cheaper than running the same jobs one at a time, because the whole batch shares one minimum and one cold start.

1,000 Real-ESRGAN images: $1.00 here, $2.00 on Replicate (checked 2 Nov 2026). One image alone costs more here, because of the $0.0075 minimum per submission.

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Table 1 Fares per unit, as of 2 Nov 2026 Provisional
Service Unit List fare Launch fare Minimum, per submission
Real-ESRGAN x4plus Image upscaling, 4x image per image up to 1 MP input, pro rata above that, up to 2 MP $0.0010 $0.0010 from 20 images $0.0075
Whisper large-v3 Speech to text audio minute per minute of audio, by the second, 30 second minimum per file, up to 240 minutes $0.00044 $0.0004 from 30 audio minutes $0.0075
BiRefNet general Background removal image per image up to 1 MP input, pro rata above that, up to 4 MP $0.0005 $0.0005 from 20 images $0.0075

A submission pays the fare for its units or the $0.0075 minimum, whichever is more. On Whisper large-v3: A file under 30 seconds bills as 30 seconds. The launch fare needs a launch seat and at least the size shown in units that succeed. Failed and cancelled items don't count towards it.

Minimum
$0.0075 per submission, and 30 seconds per audio file
Cold start
Expect 10 to 30 s, occasionally minutes
Failures
Failed and cancelled items cost nothing
Retention
Files are deleted after 7 days
Peak hours
None. The fare is the same at any hour

This is a queue.

Cheaper if you can wait. The name means what it means on a train ticket: you give up the fast connection and pay less for it.

Expect 10 to 30 seconds before your first result, occasionally minutes. GPUs start from cold when work arrives, and later items in a batch ride on the same start. If you need one answer right now, this is the wrong service.

  1. Upload

    Up to 100 files a call, straight to storage. Upload links last 1 hour.

  2. Dry run

    See what the batch would hold and which files are missing. Nothing is written.

  3. Submit

    Up to 2,000 items. We hold the most it could cost, at the list fare.

  4. Wait

    Items run in turn, shared across accounts. Expect 10 to 30 s of cold start, occasionally minutes.

  5. Settle

    You pay for units that succeeded. Failed and cancelled items cost nothing, and the rest of the hold comes back.

  6. Download

    Outputs stay for 7 days. Ask for links a page at a time.

A batch pays one minimum.

The $0.0075 minimum applies per submission. Real-ESRGAN passes it at 8 images, so a batch of any real size pays only the fare. A thousand lone jobs pay the minimum a thousand times.

Table 2 Worked examples, images at 1 MP or under, as of 2 Nov 2026
The job One batch, list fare One batch, launch fare One submission per job
One image, upscaled $0.0075 below 20 images $0.0075
20 images, upscaled $0.02 $0.02 $0.15
1,000 images, upscaled $1.00 $1.00 $7.50
1,000 images, background removed $0.50 $0.50 $7.50
1,000 one-minute clips, transcribed $0.44 $0.40 $7.50
1,000 ten-second clips, transcribed $0.22 $0.20 $7.50

Batching saves the most on small jobs. An audio file of 18 audio minutes or more clears the minimum on its own, so it pays the same list fare alone or in a batch. A file under 30 seconds bills as 30 seconds.

Launch fare Single account

40 launch seats

Your first $25 of usage at the launch fare.

To claim
Buy the $25 pack
Valid on
Whisper, when a submission's units that succeed reach 30 audio minutes. The image models have one fare during the beta
Issued
A seat is assigned at payment, not before
Limit
One seat per account and per card

First

$25

of usage

The launch fare is a lower rate on money you've already paid for, so the pack adds $25 of prepaid usage balance and no more. If the seats run out before your payment lands, you keep the whole pack at list fares.

Buy the pack from your account

Who charges less.

Published prices, checked on 2 Nov 2026, each with its source. Some of these vendors beat us, and the tables say where.

  • DeepInfra beats us on a short Whisper job. It charges $0.00045 per minute, so up to 16 audio minutes it costs less than our $0.0075 minimum.
  • Runware beats us on a lone image. It lists BiRefNet at $0.0006 per image and shows Real-ESRGAN at $0.0013 at 4x, varies with input, while a lone job here pays the $0.0075 minimum.
  • A lone job here costs more than on Replicate. Ours pays the $0.0075 minimum. Replicate charges $0.002 per image for Real-ESRGAN and about $0.0017 per run for BiRefNet.

What you get from us is a queue with one flat price per unit, a hold you can see before you commit, and no charge for items that fail.

Table 3 Real-ESRGAN x4plus, our launch fare first, then lowest first, per 1,000 images
Who Published price Per 1,000 Against our fares Checked Source
Offpeak, launch fare $0.0010 per image$0.0075 minimum per submission $1.00 Ours 2 Nov 2026 Fares
Offpeak, list fare $0.0010 per image$0.0075 minimum per submission $1.00 Ours 2 Nov 2026 Fares
Runware $0.0013 at 4x, varies with inputpublished example, billed by compute about $1.30 More than both our fares 2 Nov 2026 runware.ai
Replicate $0.002 per imagepublished flat price $2.00 More than both our fares 2 Nov 2026 replicate.com
Table 4 Whisper large-v3, our launch fare first, then lowest first, per 1,000 audio minutes
Who Published price Per 1,000 Against our fares Checked Source
Offpeak, launch fare $0.0004 per audio minute$0.0075 minimum per submission, 30 second minimum per file $0.40 Ours 2 Nov 2026 Fares
Offpeak, list fare $0.00044 per audio minute$0.0075 minimum per submission, 30 second minimum per file $0.44 Ours 2 Nov 2026 Fares
DeepInfra $0.00045 per minutepublished price $0.45 More than both our fares 2 Nov 2026 deepinfra.com
Together $0.0015 per minutepublished price $1.50 More than both our fares 2 Nov 2026 together.ai
Groq $0.111 per hour, 10 s minimumpublished price, converted $1.85 More than both our fares 2 Nov 2026 console.groq.com
Table 5 BiRefNet general, our launch fare first, then lowest first, per 1,000 images
Who Published price Per 1,000 Against our fares Checked Source
Offpeak, launch fare $0.0005 per image$0.0075 minimum per submission $0.50 Ours 2 Nov 2026 Fares
Offpeak, list fare $0.0005 per image$0.0075 minimum per submission $0.50 Ours 2 Nov 2026 Fares
Runware $0.0006 per imagepublished price $0.60 More than both our fares 2 Nov 2026 runware.ai
Replicate about $0.0017 per runtypical cost shown on the model page, billed by time about $1.70 More than both our fares 2 Nov 2026 replicate.com

Real output.

Each result came from the same worker you would be paying for, run on a public-domain input and cached here. Looking at them uses no GPU time.

Upscaled 4x

Before
Locomotive in a railroad yard, near Chicago, Ill, as supplied
After
Locomotive in a railroad yard, near Chicago, Ill, upscaled 4x

Both shown zoomed to the centre, so the extra detail is visible. Locomotive in a railroad yard, near Chicago, Ill. Jack Delano, Farm Security Administration - Office of War Information, Library of Congress, LC-DIG-fsac-1a34687. Public domain. Library of Congress rights advisory: No known restrictions on publication. Source.

Background removed

Before
Monarch butterfly on butterfly milkweed, as supplied
After
Monarch butterfly on butterfly milkweed, background removed

Monarch butterfly on butterfly milkweed. Courtney Celley, U.S. Fish and Wildlife Service, via Wikimedia Commons. Public domain. Public Domain Mark 1.0, work of the U.S. Fish and Wildlife Service. Source.

Transcribed

chapter i the beginning of things things. They were not railway children to begin with. I don't suppose they had ever thought about railways except as a means of getting to Maskelyne and Cook's, the Pantomime, Zoological Gardens, and Madame Tussauds. They were just ordinary suburban children, and they lived with their father and mother in an ordinary, red-brick-fronted villa, with coloured glass in the front door, a tiled passage that was called a hall, a bathroom room with hot and cold water electric bells french windows and a good deal of white paint and

The Railway Children, chapter 1, the first 52 seconds. Read by Kara Shallenberg for LibriVox. Text by E. Nesbit. Public domain. Public Domain Mark 1.0. LibriVox states its recordings are public domain in the USA. Source.

What we left out.

  • Generation. These models work on files you already have.
  • Input by URL. You upload files, and workers never fetch a URL of yours.
  • Webhooks. You poll for results.
  • A free tier. The samples show what the models do.
  • Subscriptions. Packs are one-off, and your prepaid usage balance doesn't expire.
  • Teams and sharing. One account, its keys and its files.