Cost to Build an AI-based Text-to-Image & Video Generator App: Breakdown

Cost to Build an AI-based Text-to-Image & Video Generator App: Breakdown

Thinking of building your own Midjourney, Runway, or Pika Labs? Here’s what it’ll actually cost—and how to do it smart. 

The demand for AI-generated visuals is exploding. From marketers and creators to SaaS founders and agencies, everyone’s exploring how to turn text prompts into stunning images and videos. But how much does it really cost to develop an AI text-to-image and video generator app? 

According to industry averages, the AI image and video generator app development cost ranges from $55,000–$80,000 for an MVP to $90,000–$140,000+ for a full-featured version

Let’s unpack that number—from feature-wise estimates to infrastructure, team composition, monetization models, and the smartest ways to save on cost. 

Key Features (and Their Impact on Cost) 

Features drive your AI image and video generator app development cost. Whether you’re building an MVP or a polished full product, here’s what you’ll likely need: 


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🔹 MVP cost: $24,500 – $35,000 

🔹Full version: $35,000 – $50,000+ 

Tech Stack & Infrastructure: Your Cost Backbone 

Even with simple UIs, the development cost of AI image and video generator apps can spike if you mismanage your infrastructure. 


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Total Initial Setup: $15,000–$30,000 

Monthly Ops Cost: $2,000–$10,000+ 

Who You’ll Need: Team & Talent Cost 

You can’t build this solo. Here’s the minimum team breakdown: 

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Total MVP Build: $29,700–$59,500 

Full App Build: $49,050–$92,500 

Cost by Development Phase 

Break your budget into clear stages to avoid surprises and stay in control of your development spend.


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 Total MVP Cost: $55,000–$80,000 

Full App Cost: $90,000–$140,000+ 

Cost-Saving Tips for Startups 

Want to cut the AI Art generator app development cost? Try these proven tactics: 

  • Use open-source models (like Stable Diffusion) 
  • Start with pretrained APIs (e.g., OpenAI, RunwayML) 
  • Apply for cloud credits (AWS, GCP, Azure) 
  • Build a lean MVP (1 model, 1 feature, basic UI) 

Work with experienced AI development companies 

Monetization Models to Recoup Your Investment 

Turn your cost to build an AI Art generator app into a long-term revenue engine: 

✅ Freemium with Daily Limits 

Give users a taste of value, then upsell for unlimited access. 

✅ Tiered Subscriptions (Pro / Premium / Enterprise) 

Unlock recurring revenue with feature-based pricing for every user type. 

✅ Pay-per-Use Credits 

Let users pay only when they generate—perfect for usage-based cost recovery. 

✅ API-as-a-Service 

Expose your backend to devs and earn from integrations, plugins, or SaaS extensions. 

✅ White-Label Licensing 

License your platform to businesses that want to launch under their own brand—high ROI, low effort. 

✅ Creator Marketplace 

Turn your app into a community where creators sell and share, and you earn from every transaction. 

Real Portfolio Example: Zenscroll by Biz4Group 

Biz4Group helped launch Zenscroll, a social AI art generator platform with: 

  • Prompt-to-image & video generation 

  • Real-time sharing & personalization 

  • Clean UI for creators and influencers 

It’s proof that building smart is possible—with the right tech and team. 

Why Partner with Biz4Group? 

  • Transparent budgeting & agile execution 

  • Access to startup credits, infra optimization, and smart architecture 

Start your journey with a free consultation.  Book an Appointment Now 

Final Thoughts 

The cost to develop an AI Text-to-Image and Video Generator App can seem steep—but with strategic planning, the ROI potential is massive. 

Break your cost down. Build lean. Monetize early.  Your dream app is just a smart execution away. 

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