verifier.org

Segmind

508 models, billed in gpu-seconds you cannot forecast

$0.0072 / gpu-second for flux.1 [dev]#fine-tuning-workloads-wh

a large catalogue and a real fine-tuning service, priced in a unit that makes the cost of a single image genuinely hard to predict.

Segmind lists 508 models spanning image, video and text, and it is one of the few platforms here with a built-in fine-tuning service rather than a bring-your-own-container story — the vendor suggests around twenty training images to start. for a team whose workflow is train, then serve, that consolidation has value.

the pricing is the problem. flux.1 [dev] is billed at $0.0072 per gpu-second on serverless, and the model page shows a runtime figure of about 20.27 seconds without ever stating what an image costs. we are not going to multiply those two numbers and publish the result as a price, because a runtime that varies with step count and load is not a rate. the honest statement is the one Segmind makes: $0.0072 a gpu-second, and the cost of your image is however long the gpu takes.

the description above is ours, condensed from the ranking. pricing moves — check it on the vendor's own page before you rely on it.

pricing
$0.0072 / gpu-second for flux.1 [dev]
our verdict

a large catalogue and a real fine-tuning service, priced in a unit that makes the cost of a single image genuinely hard to predict.

we researched this category against vendors' own pricing pages and licence files. that is where this line comes from — not from the vendor, and not from anything they paid for.

more generative media apis

Eden AI

aggregates providers behind one endpoint with fallbacks and cost tracking

#aggregator#fallbacks

Stability AI API

stability's own hosted endpoints for its image, video and audio models

#first-party

fal

we checked this$0.025 / megapixel for flux.1 [dev]

the default, and the only one with a media catalogue this deep

#teams-shipping-an-image-#the-least-thinking

Wiro

we checked this$0.006 / request for flux-2-dev

the only one that tells you what a job costs before you run it

#agents#pipelines-that-need-to-c