Directory · 14 tools reviewed

Best Multi-Model AI Platforms

The best multi-model AI platforms put many companies' models in a single account and bill them from one pool of credits, instead of you paying for one video model and one image model separately. Each is rated on which current models it carries for video and for images, what its plans include without metering, the tools around generation and how it treats what you upload. How we score.

Choose the kind you need

13 Multi-model AI platforms ranked

Ranked by score · price shown: cheapest paid plan, monthly

★ Top multi-model AI platformof 13 multi-model AI platforms

Krea$9 · 93% published

9.4/10

Designers who want one of the broadest model menus, plus a node canvas, an AI agent and an API

12video model families12image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncExtends a clip past its endYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2Upscaler+12 more

What makes up the score9.4

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video10.0

For images10.0

Pricing8.5

Workflow and teams9.5

Privacy and trustnot published–

Read the Krea review

Magnific95% published9.4/10$20Best forTeams who want the widest choice of video and image models, with some unlimited on every paid plan and no AI training on their uploads

12video model families10image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2+14 more

What makes up the score9.4

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video9.5

For images10.0

Pricingweakest7.5

Workflow and teams10.0

Privacy and trust9.2

Read the Magnific review

Higgsfield100% published9.0/10$19Best forCreators who want the headline video and image models at a low entry price, with some image models unlimited on paid plans

7video model families4image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncExtends a clip past its endYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2+14 more

What makes up the score9.0

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video9.5

For imagesweakest9.0

Pricing9.0

Workflow and teams9.0

Privacy and trust8.0

Read the Higgsfield review

RunDiffusion87% published8.0/10$10.99Best forStudios that want many image and video models, LoRA training and single sign-on, with no AI training on their uploads

9video model families10image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2You set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2Upscaler+14 more

What makes up the score8.0

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For videoweakest8.0

For images8.5

Pricing6.5

Workflow and teams8.0

Privacy and trust8.2

Read the RunDiffusion review

Affogato85% published7.9/10$24Best forBrands that want Kling, Veo and Seedance in one place, with no AI training on their uploads by default

6video model families6image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncExtends a clip past its endOffers Nano Banana ProOffers GPT Image 2Offers Flux 2+14 more

What makes up the score7.9

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video9.0

For images9.0

Pricingweakest3.5

Workflow and teams7.0

Privacy and trust8.5

Read the Affogato review

Scenario98% published7.8/10$15Best forGame and brand teams training models on their own art, with SOC 2, GDPR and single sign-on

8video model families7image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncExtends a clip past its endYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2+14 more

What makes up the score7.8

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video8.0

For images8.0

Pricing8.0

Workflow and teams9.0

Privacy and trustweakest5.2

Read the Scenario review

Tensor72% published7.6/10$9.90Best forHobbyists and anime artists who want open image models such as SDXL and Illustrious, LoRA training and a node workflow

9video model families15image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2You set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2Edits images+14 more

What makes up the score7.6

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For videoweakest7.5

For images9.5

Pricing6.5

Workflow and teams7.0

Privacy and trustnot published–

Read the Tensor review

OpenArt97% published7.0/10$14Best forCreators who want to train a model on their own images and let an AI agent run multi-step jobs

12video model families6image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2+14 more

What makes up the score7.0

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video8.0

For images8.5

Pricingweakest4.5

Workflow and teams4.5

Privacy and trust6.5

Read the OpenArt review

SeaArt AILowest price80% published7.0/10$5.99Best forCreators working from a phone, with iOS and Android apps and unlimited Seedance on the top plan

8video model families6image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2+14 more

What makes up the score7.0

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For videoweakest6.0

For images7.0

Pricing9.5

Workflow and teams8.0

Privacy and trustnot published–

Read the SeaArt AI review

PicLumen86% published6.5/10$7.59Best forHobbyists who want low-cost image generation, with a relaxed mode that keeps going on PicLumen's own models

5video model families6image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Offers Nano Banana ProOffers GPT Image 2Offers Flux 2UpscalerEdits images+14 more

What makes up the score6.5

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video7.5

For images6.5

Pricing8.5

Workflow and teams6.5

Privacy and trustweakest1.5

Read the PicLumen review

Pika88% published6.2/10$10Best forSocial video makers who want Veo and Seedance with lip sync, starting on a free plan

5video model families4image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Lip syncExtends a clip past its endYou set the first and last frameOffers Nano Banana ProOffers GPT Image 2+14 more

What makes up the score6.2

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For video7.5

For imagesweakest5.0

Pricing7.0

Workflow and teams6.8

Privacy and trust4.5

Read the Pika review

getimg.ai75% published5.3/10$10Best forImage-first users who want Flux, Nano Banana and GPT Image with an API, and need little video

2video model families6image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2You set the first and last frameOffers Nano Banana ProOffers GPT Image 2Offers Flux 2Upscaler+14 more

What makes up the score5.3

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For videoweakest2.5

For images7.5

Pricing5.0

Workflow and teams6.8

Privacy and trustnot published–

Read the getimg.ai review

Flova AI79% published4.5/10$20Best forVideo makers who want an AI agent and a canvas to plan scenes with Seedance and Wan

3video model families2image model familiesOffers Kling 3Offers Veo 3.1Offers Seedance 2Offers Nano Banana ProOffers GPT Image 2Offers Flux 2UpscalerDoes not train AI on your uploads+14 more

What makes up the score4.5

Longer bar, heavier criterion. A hatched bar is one the vendor never published. A red one is a zero they did publish.

For videoweakest3.5

For images4.0

Pricing4.5

Workflow and teams8.0

Privacy and trust4.5

Read the Flova AI review

1 publish too little to rate

They are still compared and still count towards the averages. We publish no score, because too much of one would be our guess rather than their figures. Not publishing is not a mark against the product, but it is what you cannot find out.

Birdwalk64% publishedwon't publish Privacy and trust

published yespublished nonot published, scored at the midpoint

Multi-model AI platforms13Withhold too much1

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Buying guide

How to choose a multi-model AI platform

These platforms rent you many image and video models under one subscription, so the questions are which models you get, what each generation costs in credits, and what happens to your uploads.

01
Check the models you actually want
Platforms such as Magnific, Higgsfield, Krea or OpenArt each offer a different line-up of video and image models, and the newest ones arrive on some platforms months before others. List the two or three models you would use most and check that they are included on the plan you would buy.
02
Credits hide the real price
One subscription buys a pool of credits, and a top video model can cost many times more credits per clip than an image. Work out how many of your usual generations a month the plan really covers, not how many credits it lists.
03
Workflow and your uploads
If you build repeatable looks, check for a canvas or node workflow, training on your own images and an API. And read whether the platform trains on what you upload, because on several self-serve plans it does unless an enterprise contract says otherwise.

Scoring

How we rate multi-model AI platforms

Every score on this page is out of 100 and worked out from what each vendor publishes, never from a demo or a sponsor. Below: where the points go, every check behind them, and how the tools above did on each. Every rule, in full

Multi-model AI platforms: where the 100 points go

30For video 30For images 15Pricing 13Privacy and trust 12Workflow and teams

30/ 100

Biggest share

For video

How good a place it is to make video: how many model families it offers from other companies (six versions of Kling count as one Kling), whether the current ones are there (Kling 3, Veo 3.1, Seedance 2), and lip sync, extending a clip and setting the first and last frame.

Video model families offered9 pts

Krea12 video model familiesMagnific12 video model familiesOpenArt12 video model familiesRunDiffusion9 video model familiesTensor9 video model familiesAffogato6 video model familiesHiggsfield7 video model familiesScenario8 video model familiesSeaArt AI8 video model familiesPicLumen5 video model familiesPika5 video model familiesFlova AI3 video model familiesgetimg.ai2 video model families

Offers Kling 34.5 pts

AffogatoHiggsfieldKreaMagnificOpenArtPicLumenRunDiffusionScenarioTensorFlova AIgetimg.aiPikaSeaArt AI

Offers Veo 3.14.5 pts

AffogatoHiggsfieldKreaMagnificPicLumenPikaRunDiffusionFlova AIgetimg.aiOpenArtScenarioSeaArt AITensor

Offers Seedance 23 pts

AffogatoFlova AIHiggsfieldKreaMagnificOpenArtPicLumenPikaScenarioSeaArt AITensorgetimg.aiRunDiffusion

Lip sync3 pts

AffogatoHiggsfieldKreaMagnificOpenArtPikaScenarioSeaArt AI

Extends a clip past its end3 pts

AffogatoHiggsfieldKreaPikaScenario

You set the first and last frame3 pts

getimg.aiHiggsfieldKreaMagnificOpenArtPikaRunDiffusionScenarioSeaArt AITensor

Highest here Krea 10.0lowest getimg.ai 2.5 out of 10

30/ 100

For images

The same for images: how many image model families, whether Nano Banana Pro, GPT Image 2 and Flux 2 are there, and an upscaler, image editing and training a model on your own pictures.

Image model families offered9 pts

Krea12 image model familiesMagnific10 image model familiesRunDiffusion10 image model familiesTensor15 image model familiesAffogato6 image model familiesgetimg.ai6 image model familiesOpenArt6 image model familiesPicLumen6 image model familiesScenario7 image model familiesSeaArt AI6 image model familiesHiggsfield4 image model familiesPika4 image model familiesFlova AI2 image model families

Offers Nano Banana Pro4.5 pts

AffogatoHiggsfieldKreaMagnificOpenArtRunDiffusionTensorFlova AIgetimg.aiPicLumenPikaScenarioSeaArt AI

Offers GPT Image 24.5 pts

AffogatoFlova AIgetimg.aiHiggsfieldKreaMagnificOpenArtPicLumenPikaScenarioSeaArt AITensorRunDiffusion

Offers Flux 23 pts

Affogatogetimg.aiHiggsfieldKreaMagnificRunDiffusionScenarioTensorFlova AIOpenArtPicLumenPikaSeaArt AI

Upscaler3 pts

AffogatoFlova AIgetimg.aiHiggsfieldKreaMagnificOpenArtPicLumenRunDiffusionScenarioSeaArt AI

Edits images (inpaint, erase, relight)3 pts

Affogatogetimg.aiHiggsfieldKreaMagnificOpenArtPicLumenPikaRunDiffusionScenarioSeaArt AITensor

Trains a model or LoRA on your images3 pts

HiggsfieldKreaMagnificOpenArtRunDiffusionScenarioSeaArt AITensorPika

Highest here Krea 10.0lowest Flova AI 4.0 out of 10

15/ 100

Pricing

What the cheapest paid plan costs each month, what any unlimited generation covers (all-year unlimited on other companies' video models scores highest, then image models, then relaxed mode on the platform's own models), whether there is a free plan, and whether you may use the results commercially. Most platforms show what one generation costs only after sign-in, so the plans themselves are compared.

Cheapest paid plan, monthly6 pts

getimg.ai$10Krea$9PicLumen$7.59Pika$10SeaArt AI$5.99Tensor$9.9Flova AI$20Higgsfield$19Magnific$20OpenArt$14RunDiffusion$10.99Scenario$15Affogato$24

What unlimited generation covers4.5 pts

Magnificthird party videoSeaArt AIthird party videoHiggsfieldthird party imageKreaown modelsPicLumenown modelsScenarioown modelsAffogatononeFlova AInonegetimg.ainoneOpenArtnonePikanoneRunDiffusionnoneTensornone

Free plan3 pts

HiggsfieldKreaPicLumenPikaRunDiffusionScenarioSeaArt AITensorAffogatoFlova AIgetimg.aiMagnificOpenArt

Commercial use allowed1.5 pts

AffogatoFlova AIgetimg.aiHiggsfieldKreaMagnificOpenArtPicLumenPikaRunDiffusionScenario

Highest here SeaArt AI 9.5lowest Affogato 3.5 out of 10

13/ 100

Privacy and trust

Does it train its AI on what you upload, does it hold SOC 2 and state GDPR, is there single sign-on, and does the cheapest paid plan remove the watermark?

Does not train AI on your uploads5.2 pts

AffogatoMagnificOpenArtRunDiffusionHiggsfieldopt-out onlyFlova AIPicLumenPikaScenario

SOC 22.6 pts

HiggsfieldKreaMagnificScenarioOpenArtPicLumen

GDPR2 pts

AffogatoFlova AIgetimg.aiHiggsfieldKreaMagnificPikaRunDiffusionScenarioOpenArtPicLumen

The cheapest paid plan exports without a watermark1.9 pts

AffogatoFlova AIHiggsfieldOpenArtPicLumenPikaSeaArt AI

Single sign-on1.3 pts

HiggsfieldKreaMagnificOpenArtRunDiffusionScenarioPicLumen

Highest here Magnific 9.2lowest PicLumen 1.5 out of 10

12/ 100

Workflow and teams

Working at scale: a canvas or node editor that chains generations, an AI agent, an API, a shared team workspace and where it runs.

Canvas or node workflows3 pts

AffogatoFlova AIHiggsfieldKreaMagnificPicLumenRunDiffusionScenarioSeaArt AITensorOpenArt

An AI agent that runs multi-step jobs2.4 pts

Flova AIHiggsfieldKreaMagnificOpenArtScenarioSeaArt AITensor

API2.4 pts

getimg.aiHiggsfieldKreaMagnificPikaRunDiffusionScenarioOpenArtPicLumen

Shared team workspace2.4 pts

AffogatoFlova AIgetimg.aiHiggsfieldKreaMagnificOpenArtPicLumenPikaRunDiffusionScenario

Where it runs1.8 pts

Magnificweb, ios, android, windowsSeaArt AIweb, ios, androidKreaweb, iosPicLumenweb, iosAffogatowebFlova AIwebgetimg.aiwebHiggsfieldwebOpenArtwebPikawebRunDiffusionwebScenariowebTensorweb

Highest here Magnific 10.0lowest OpenArt 4.5 out of 10

✓ full points◐ some✕ none

Multi-Model AI guides

Narrower picks from the same 14 tools, for a specific budget or job.

Best Free Multi-Model AI Tools

The best Multi-Model AI tools with a genuinely free plan, not a trial that expires. Ranked by our review scores, with what each free tier actually gives you before you hit its ceiling.

Best Multi-Model AI Tools Under $10/mo

Capable Multi-Model AI tools that start under $10 a month, the affordable entry points when a free plan isn't enough but a serious subscription is overkill. Ranked by review score.

Best Multi-Model AI Tools Under $30/mo

The sweet-spot tier: Multi-Model AI tools starting under $30 a month, where most pro features unlock. These are the plans freelancers and small teams actually pay for, ranked by review score.

Frequently asked

What is the best multi-model AI tool?

It depends on the kind you need: our top multi-model AI platform is Krea. Each has the highest Spec Score of its kind.

Is there a free multi-model AI tool?

Yes, Higgsfield, Krea, PicLumen and 5 more offer a free plan. Check each tool's page for what's included.

How do you rate multi-model AI platforms?

Out of 100 points, all worked out from what the vendor publishes: for video 30, for images 30, pricing 15, privacy and trust 13, workflow and teams 12. The full rules are on the rating guide.

How much does a multi-model AI tool cost?

Paid plans start from about $5.99 to $24/mo across the tools we track, depending on features and usage.

13 Multi-model AI platforms ranked

1 publish too little to rate

Krea

Magnific

Higgsfield

RunDiffusion

Affogato

Scenario

Tensor

OpenArt

SeaArt AI

PicLumen

Pika

Birdwalk

getimg.ai

Flova AI

How to choose a multi-model AI platform

Check the models you actually want

Credits hide the real price

Workflow and your uploads

How we rate multi-model AI platforms

Multi-model AI platforms: where the 100 points go

For video

For images

Pricing

Privacy and trust

Workflow and teams

Multi-Model AI guides

Best Free Multi-Model AI Tools

Best Multi-Model AI Tools Under $10/mo

Best Multi-Model AI Tools Under $30/mo

Multi-Model AI head-to-head

Frequently asked

What is the best multi-model AI tool?

Is there a free multi-model AI tool?

How do you rate multi-model AI platforms?

How much does a multi-model AI tool cost?