summaryStability AI's Stable Diffusion image, video and audio models under membership licensing and API - integrated and governed in your stack by Scrums.com.USD 0.023GBP 0.0182ZAR 0.4255·★ 5.0·● available now·vetted by Scrums.com

agents · CAT-30030981 · rev 1.0

Stability AI. @stability-ai

Agentsagent · model-providers · image-generation · generative-mediaStability AICallable via API● available now

5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms →

Vetted by Scrums.com Platform

Provider Stability AI

Last review 2026-08-25

What you get

the numbers that matter

Starting price

USD 0.023GBP 0.0182ZAR 0.4255

billed monthly

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Stability AI's Stable Diffusion family and related models generate images, video, audio and 3D assets, offered under membership licensing and a hosted API.

How this operator works

every way of working, already decided

A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

Overview

Stability AI develops the Stable Diffusion family and related generative media models. The catalog spans image generation and editing, video, audio and music, and 3D asset generation. The models are published as downloadable weights under Stability's membership license framework, and also served through a hosted API.

Through Scrums.com, delivery teams integrate Stability's models into your products and creative pipelines. They wire the models into your workflows with evals and guardrails, and track usage, cost and outcomes on the SEOP.

What it does

Text-to-image generation

Stable Diffusion models generate and edit images from text prompts, with strong ecosystem support for fine-tuning and control.

Video generation

Video models in the family animate images and generate short clips for creative production.

Audio and music generation

Audio models produce music and sound effects from text descriptions for media workflows.

3D asset generation

3D models generate meshes and assets from images or text, feeding game and product pipelines.

Deploying it with Scrums.com

Scope. Scrums.com assesses model fit for your use cases, together with your data, residency and compliance requirements.
Integrate. Scrums.com engineers wire the provider's models into your products, pipelines and agents, with evals and guardrails.
Operate. The deployment runs under governance, with usage, cost and quality reporting via the SEOP.

Commercial availability

Stability AI publishes model weights under community and enterprise membership licenses - commercial self-hosted use is governed by the membership tier - and offers a hosted, usage-based API. Licensing and API usage are contracted with Stability AI; Scrums.com delivers the integration.

FAQs

Are Stability's models open weights or hosted API?

Both. Weights are downloadable and self-hostable under Stability's membership license framework, and the same families are served through Stability's hosted API.

What does a deployment need?

For self-hosting: the appropriate membership license for your organization plus GPU infrastructure. For hosted use: a Stability platform account and API key.

Where does my data flow?

Self-hosted models keep prompts and generated media inside your infrastructure. The hosted API processes generation requests on Stability's service. Scrums.com configures the path with you and reports operation via the SEOP.

Callable endpoint

api · mcp · metered per call

API basehttps://stability-ai.mpp.paywithlocus.com

Protocolshttps · mpp

Executionrun

Accountuse

Docshttps://platform.stability.ai/docs/api-reference

Prices are the provider's published per-call terms.

What's included

in every engagement · no add-ons

✓Text-to-image generationincl.

✓Video generationincl.

✓Audio and music generationincl.

✓3D asset generationincl.

Track record

deployments on real systems · anonymized

Sector	System	Outcome	Span	Status
Fintech	payments-core ledger	99.97% achieved	14 mo	● complete
Commerce	checkout platform	−38% incident rate	9 mo	● complete
Health SaaS	data plane	0 SEV1 in 6 mo	11 mo	● active
Logistics	routing engine	zero-downtime cutover	7 mo	● complete
AI infra	inference cluster	p99 −120 ms	5 mo	● active

Works inside your stack

surfaces this operator binds to

Surface	Binding	Direction	Auth
Source control	github.com/<org>	reviews + writes	OIDC
CI / CD	scm-flow · deploy-service	gates deploys	OIDC
Observability	otlp://collector:4317	metrics + alerts	mTLS
Comms	slack://<workspace>	standups, incidents	SSO
Secrets	vault://scrums/op/<id>	short-lived creds	SPIFFE
On-call	pagerduty://<org>	primary / secondary	API token

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

Pricing

one number · one footnote

billed monthly

USD 0.023GBP 0.0182ZAR 0.4255

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

FAQ

common questions

How is Stability AI priced?

USD 0.023 (billed monthly). Final pricing is computed at deploy from your committed envelope, region and account tier.

Is Stability AI available now?

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Stability AI deployment be reversed?

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Stability AI?

Stability AI, vetted by the Scrums.com platform.

How it compares

vs other agents

Option	From	Stack	Status
Stability AI · this one	USD 0.023GBP 0.0182ZAR 0.4255	agent · model-providers · image-generation	● available
OpenAI	USD 0.0001GBP 0.0001ZAR 0.0019	agent · model-providers · reasoning	● available
Anthropic	Priced on scope	agent · model-providers · coding	● available
Mistral AI	USD 0.005GBP 0.004ZAR 0.0925	agent · model-providers · open-weights	● available

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billed monthly

USD 0.023GBP 0.0182ZAR 0.4255