Prompt ops for multimodal AI products

Version, test, and ship multimodal prompts without losing the trail.

ModalPrompt Studio gives AI teams one workspace for prompt branches, multimodal test runs, provider comparisons, collaboration, and cost tracking.

Open prompt lab
OpenAIAnthropicGeminiStable Diffusion
Prompt Lab
branch: release/team-checkoutv14
system.txtcheckout-flow.pngvoice-tone.wav
mainv12 approved
team-checkoutv14 ready for review
image-assetsv13 needs retest
Multimodal assetsPrompt blocks for text, image, audio, and video.
Git-like reviewsBranches, merge notes, rollback, and approvals.
Provider comparisonsRun versions across your model stack.
Cost ownershipTrack token usage and spend by prompt version.

Operational prompt workflow

A studio built for prompts that behave like product code.

Teams can move quickly while still knowing which prompt changed, who approved it, how it performed, and what it cost.

1

Create

Start with a production prompt or a new experiment, then attach assets, model settings, owners, and success criteria.

2

Branch

Change prompt blocks in a reviewable branch so teammates can see the diff before it affects customers.

3

Test

Run A/B evaluations across providers and compare quality, cost, latency, format fit, and risk.

4

Ship

Approve the winner, keep the decision history, and roll back from the same timeline when needed.

Shared context

Every prompt version carries the assets, runs, approvals, and cost that explain it.

ModalPrompt Studio keeps the operational details close to the prompt so the team can make better release decisions without rebuilding context in meetings.

Prompt version control

Branch prompt changes, compare diffs, merge approved releases, and roll back with context.

Prompt A/B testing

Run variants against shared test sets and evaluate outputs with scores, comments, cost, and model settings.

Team prompt library

Give product, engineering, design, and operations one place to reuse approved prompt patterns.

Prompt cost tracking

Track token usage, media generation spend, run volume, and cost allocation by version and product.

ModalPrompt Studio workspace with multimodal prompt editor, version history, test scores, and cost tracking
Prompt editor, version history, A/B test scoring, and model cost tracking in one workspace.

Guides for AI teams

Practical workflows for prompt engineering, testing, and operations.

AI Prompt Management Platform

Organize prompts, model settings, evaluations, ownership, and release decisions in an AI prompt management platform for product teams.

Prompt A/B Testing Framework

Run prompt A/B testing to compare prompt versions, score output quality, measure cost, and choose the version that should ship.

Multimodal Prompt Testing

Test text, image, audio, and video prompt behavior with repeatable runs, scored outputs, and provider comparisons.

Team Prompt Library

Create a team prompt library with ownership, reusable prompt blocks, approved versions, comments, and access controls.

Prompt Cost Tracking

Track token usage, provider charges, run volume, and cost allocation by prompt version, model, product, and team.

AI Prompt Ops

Build AI prompt ops around version control, testing, release approval, cost tracking, and model-provider governance.

Pricing

Start with Team annual when prompt work becomes collaborative.

Annual billing is selected by default and priced at 50% off monthly billing. Team is the recommended plan for shared libraries, approvals, and prompt A/B testing.

Available

Solo

A focused workspace for prompt experiments, versions, and cost snapshots.

$294/ yr
$24.50 / mo effective on annual billing 1 seat · 10 apps
  • 10 application workspaces
  • Text, image, audio, and video prompt blocks
  • Prompt version history
  • Model run log
  • Email support
Available

Enterprise

Governance, unlimited workspaces, SSO-ready access, and private deployment support.

$2,994/ yr
$249.50 / mo effective on annual billing Unlimited · private deployment · SSO
  • Everything in Team
  • Unlimited apps and seats
  • Private deployment option
  • SSO-ready controls
  • Priority implementation support

Questions

Built for teams that need prompt changes to be visible.

Can ModalPrompt Studio manage prompts for multiple model providers?

Yes. The workspace is designed to keep prompt versions, test runs, and cost records together while teams compare outputs across OpenAI, Anthropic, Gemini, Stable Diffusion, and other provider workflows.

Is this only for text prompts?

No. ModalPrompt Studio is built for multimodal prompt work, including text instructions, image references, audio constraints, video prompt notes, and evaluation criteria.

What happens after checkout?

After payment is confirmed, the order can be matched to the selected plan and support can help with workspace setup. Network confirmation time depends on NOWPayments and the selected crypto network.