kitio.aiDigitalOcean vs ML Kit
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. ML Kit is completely free, while DigitalOcean is paid.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Hosted model inference
- Managed Agents
- Sandboxes for coding agents
- Action Gateway for tools
- Managed databases
- Containers and storage
- On-device vision APIs
- GenAI APIs with Gemini Nano
- Summarization and proofreading
- Image description
- Speech recognition
- Offline processing
| Feature | DigitalOcean | ML Kit |
|---|---|---|
| Best for | Cloud for running AI inference, agents and apps in production | Google's on-device machine learning SDK for Android and iOS apps |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Free |
| Starting price | See pricing page | Free |
| Free plan | No | Yes, fully free |
| Made by | DigitalOcean | |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
ML Kit is completely free, while DigitalOcean is paid.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Inference
From $0.05 / M tokens
- Hosted AI models
- Single API
- No infrastructure to manage
Action Gateway
$0.10 / 1,000 calls
- 16,000+ tools
- Credentials kept from the model
- Retries and rate limits
Harness Runtime
From $0.0535 / hour
- Isolated microVM sessions
- Pause, resume and fork
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
DigitalOcean
- Inference through a single API
- Usage-based pricing is stated openly
- AI and standard cloud in one account
- Managed Agents is still a public preview
- No free plan listed
- Smaller catalog than the largest clouds
ML Kit
- Free with no per-call charges
- Works offline on the device
- Keeps user data on the phone
- GenAI APIs limited to supported Android devices
- Less flexible than cloud models
- Mobile platforms only
Which one should you choose?
Choose DigitalOcean if you want:
- Inference through a single API
- Usage-based pricing is stated openly
- AI and standard cloud in one account
Watch out: managed agents is still a public preview.
Choose ML Kit if you want:
- Free with no per-call charges
- Works offline on the device
- Keeps user data on the phone
Watch out: genai apis limited to supported android devices.
DigitalOcean vs ML Kit FAQ
What is the difference between DigitalOcean and ML Kit?
DigitalOcean: Cloud for running AI inference, agents and apps in production. ML Kit: Google's on-device machine learning SDK for Android and iOS apps. Both are models & apis tools.
Is DigitalOcean or ML Kit cheaper?
ML Kit is completely free, while DigitalOcean is paid.
Do DigitalOcean and ML Kit have free plans?
DigitalOcean: No. ML Kit: Yes, fully free.
Who makes DigitalOcean?
DigitalOcean is made by DigitalOcean, based in United States.
Who makes ML Kit?
ML Kit is made by Google, based in United States.
Which should I choose, DigitalOcean or ML Kit?
Choose DigitalOcean if you value inference through a single api and usage-based pricing is stated openly. Choose ML Kit if you value free with no per-call charges and works offline on the device.