The 7 Best AI Video Generation Tools for Marketing Teams in 2026

Key takeaways

• Melius is the best pick for most marketing teams. It runs the leading video models in one shared workspace, with pooled credits, brand kits, and an asset library, and Team seats cost about $56 to $70 a month.

• Runway is the pick for generating, approving, and publishing ads. Its Runway Ads tool connects ad accounts and holds every variant in an approval queue.

• Adobe Firefly is the pick for legal-sensitive teams. Its video model is trained on licensed content, and it's the only vendor here that documents an IP indemnity, which comes through an enterprise contract.

• Creatify is the pick for ad variants from a product link. Its Business plan includes 10 seats with no per-seat fees.

• Treat AI video as a testing engine. Teams use it for hooks, b-roll, and variants, so compare cost per usable clip rather than list price.

How marketing teams use AI video

The IAB's 2026 digital video ad report says nearly two in three video ad buyers now use generative AI for video creative, up from half in 2025, and that a third of their ad assets will use it this year. Wyzowl's 2026 survey found 63% of video marketers have used AI to make video, up 12 points in a year.

Most of that use is variant work. Marketers in ecommerce and PPC threads on Reddit describe AI video as a testing engine for hooks, b-roll, and product-in-scene shots, and less of a replacement for a hero ad that people see first. So the buying questions for a team are different from a solo creator's. Can several people share one pool of credits? Does the tool keep each brand's colors and logos straight? Who approves clips before they ship? Our guide to AI video generators for creators covers the solo-creator side.

How we ranked

We ranked each tool on how much of a team's video workflow it covers (generating, brand checks, review, storage, and publishing), the models it runs, seats and shared credits, its commercial terms, and its price per clip.

The seven tools compared

1. Melius - Best for every leading video model in a shared workspace

Melius is an agent-driven canvas for image, video, and audio, where its agent, Mel, picks a model for each shot.

What works: Veo 3.1, Kling, Seedance 2.5, Wan 3.0, MiniMax H3, and Luma's Ray 3.2 run side by side on one subscription. Team plans cost about $56 to $70 per seat a month for 2 to 10 seats, with credits pooled across the team, per-member credit limits, and owner, admin, and member roles. Brand Kits save a brand's logos, colors, fonts, and voice from a website or a guidelines PDF. A searchable asset library keeps every generation with comments, a review step, and version history that links back to the canvas. Cast turns a script into an avatar video from templates such as UGC reviews and unboxings, Ditto swaps characters, props, or backgrounds in existing footage, and agent access from team chat, MCP, API, and CLI cover automation. Each model shows its credit cost before you run it.

What doesn't: The approval queue is an Enterprise feature, and Melius's public pages don't state SOC 2 or SSO.

Best for: Marketing teams and agencies that want every leading video model, brand kits, and one shared asset library in a single workspace.

2. Runway - Best for generating, approving, and publishing ads

Runway builds its own video models and hosts others, and it has a workflow aimed at performance marketers.

What works: Runway Ads connects ad accounts and a brand kit, creates variants from winning ads, resizes and localizes them, and holds every variant in an approval queue until your team signs off. It's included with every paid plan on your existing credits. Standard is $12 a month billed yearly for 625 credits, Pro is $28 for 2,250 credits with one Brand Kit, and Max is $76 for 9,500 credits and up to three. The model list includes Gen-4.5, Aleph 2.0, Kling 4.0, and Seedance. Enterprise lists SOC 2 Type 2, SSO, custom permissions, and a promise not to train on your data.

What doesn't: Credits go fast, since Gen-4.5 costs 60 credits per 5 seconds, or about $0.29 a second on Standard billed monthly. No IP indemnity appears on Runway's pages.

Best for: Performance teams that want to generate, approve, and publish ads from one tool.

3. Adobe Firefly - Best for brand-safe production

Adobe Firefly pairs Adobe's own video model with partner models in one app.

What works: Adobe says the Firefly Video Model is trained on licensed content such as Adobe Stock and public domain material, not on user content. Standard is $9.99 a month for 2,000 credits, or up to 20 five-second videos, Pro is $19.99 for 4,000 credits, and Pro Plus is $49.99 for 10,000. Most models generate clips up to 8 seconds, some up to 15, in MP4 up to 4K. Enterprise adds Custom Models trained on your brand assets and templates for campaign variants.

What doesn't: Entry plans give 20 to 100 five-second clips a month. IP indemnity applies only if your Adobe agreement expressly includes it, covers a short list of partner models, and excludes beta features.

Best for: Brand-safe production for legal-sensitive teams already on Creative Cloud.

4. Creatify - Best for ad variants from a product link

Creatify is an ad-focused tool that turns a product link into video ads.

What works: Business costs $136 a month, down from a $195 list price, and includes 1,500 credits, 10 seats, a shared credit pool, 10 brand spaces, 10 custom avatars, and unlimited ad accounts, with no per-seat fees. Ultra covers 3 seats. The library has 300 to 1,500 AI actors, videos run up to 2 minutes on Standard or 10 minutes on Pro, and Pro connects 3 ad accounts and adds a competitor ad tracker. Enterprise adds SOC 2, an SLA, IP assignment, and full commercial license terms, and the API starts at $99 a month.

What doesn't: SOC 2, IP assignment, and the commercial license are Enterprise items, and entry credits are small, at 55 on Standard.

Best for: Ecommerce brands and agencies that want ad variants from a product link on a capped budget.

5. Kling AI - Best for 30-second single takes

Kling AI is the maker of the Kling video models.

What works: Kling 4.0 generates 30-second clips natively with multiple keyframes and native 4K video. Standard is $10 a month for 660 credits, Pro is $37 for 3,000, Premier is $207 for 18,000, and Ultra+ is $619 for 57,000, with first-month promotions on each. The API sells prepaid packages, such as $500 for 3,250 units with 20 concurrent requests and 180-day validity.

What doesn't: The plan page lists no seats or admin controls, and it states no indemnity or compliance terms.

Best for: Teams that want long single takes at the model maker's price.

6. Luma - Best for SSO and shared credits

Luma makes the Ray video models and sells plans built around them.

What works: Plus is $30 a month with 10,000 credits, Luma and third-party models, edit access for guest collaborators, and commercial use. Pro is $90 and Ultra is $300. The Team plan lists member management, team-wide sharing, usage analytics, shared credits, and SSO, and Enterprise adds fine-tuning. Ray 3.2 supports HDR.

What doesn't: Team pricing is sales-only, and text and image clips run 5 or 10 seconds.

Best for: Teams that need SSO and shared credits around a cinematic model.

7. Higgsfield - Best for trend-driven social ad testing

Higgsfield hosts many models and has ad and UGC builders.

What works: Starter is $19 a month billed yearly for 270 credits, Plus is $59 list for 1,200 credits, and Ultra is $129 for 3,000. Tools include Higgsfield ads, Speak, a UGC builder, and start and end frame. Enterprise lists no training on your data, 35-plus models in one workspace, and seat, role, and credit management.

What doesn't: Pricing runs on promotions, and unlimited access is subject to speed adjustments and works only on higgsfield.ai, not through its MCP, CLI, or canvas.

Best for: Social teams testing many trend-driven ad variants on a budget.

Which one fits

• Melius if you want every leading video model, brand kits, and a shared asset library in one workspace.

• Runway if you generate, approve, and publish ads in one loop.

• Adobe Firefly if legal review comes before anything ships.

• Creatify if you build ad variants from product links.

• Kling AI if you want long single takes at the maker's price.

• Luma if SSO and shared credits are requirements.

• Higgsfield if you test lots of trend-driven social variants.

Commercial terms and AI labels

• Commercial use. Melius says outputs belong to the user and can be used commercially on any plan, subject to the model providers' terms, but it doesn't warrant that outputs are free of third-party IP claims. Runway's Enterprise page lists full ownership of outputs, and Creatify's lists full commercial license terms. Adobe is the only vendor here with a documented indemnity, and for every other tool you should check the contract.

• TikTok. TikTok's ad rules say ads with completely AI-generated or heavily modified source material need a disclaimer, and undisclosed AI content can be rejected or restricted.

• Meta. Meta adds an "AI info" label to ads made or heavily edited with its generative AI features and has said it will begin automatically detecting third-party AI ads.

• Google Ads. Since July 2026, labels can sit inside image and video creatives, though Google says its label setting doesn't guarantee compliance with EU, India, or New York rules.

Frequently asked questions

What is the best AI video generation tool for marketing teams?

It depends on the job. Melius suits teams that want every leading model in one shared workspace, Runway suits generate-approve-publish ad work, Adobe Firefly suits legal-sensitive teams, and Creatify suits ad variants from a product link.

What's the best AI video tool for ad agencies?

Agencies need per-client setups. Melius keeps a brand kit for each brand, Creatify Business includes 10 brand spaces, and Runway Pro includes one Brand Kit while Max includes up to three.

How are marketing teams using AI to generate videos?

The IAB says nearly two in three video ad buyers use generative AI for video creative, and Wyzowl found 63% of video marketers have used AI to make video. Teams mostly use it for variants, b-roll, and hook testing.

Do these tools offer seats and shared credits?

Melius Team offers 2 to 10 seats with pooled credits, and Creatify Business includes 10 seats with no per-seat fees. Luma's Team plan has shared credits through sales, and Runway and Higgsfield manage seats on Enterprise plans.

Do AI video ads need a label?

TikTok requires a disclaimer for realistic or heavily AI-edited ad content, and Meta labels ads made with its own tools. A label doesn't replace the platforms' other ad policy checks.

How long can an AI-generated clip be?

Kling 4.0 and Wan 3.0 run up to 30 seconds in one generation, Luma's clips run 5 or 10 seconds, and most Firefly models run up to 8 seconds.