kitio.aiCloud TPU vs Google Cloud Video AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cloud TPU starts at See pricing page and Google Cloud Video AI starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Ironwood and Trillium TPUs
- PyTorch and JAX support
- vLLM inference
- GKE integration
- Committed-use discounts
- Label and shot detection
- Object tracking
- Speech transcription
- Explicit content detection
- Streaming video annotation
- Text and logo detection
| Feature | Cloud TPU | Google Cloud Video AI |
|---|---|---|
| Best for | Google's custom AI accelerators for training and serving models | Google Cloud API that labels objects, scenes and text in video |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | No | Yes |
| Made by | ||
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cloud TPU starts at See pricing page and Google Cloud Video AI starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
TPU v5e
$1.20 / chip-hour
- On demand, us-central1
- Cost-efficient training and inference
Trillium
$2.70 / chip-hour
- On demand, us-east1
- Sixth-generation TPU
TPU v5p
$4.20 / chip-hour
- On demand
- Large-scale training
Ironwood
$12.00 / chip-hour
- On demand, us-central1
- Newest TPU generation
3 plans
Free tier
Free
- First 1,000 minutes per feature monthly
Label detection
$0.10 / minute
- Stored video annotation
- Volume discounts at scale
Object tracking
$0.15 / minute
- Stored video annotation
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
Cloud TPU
- Same chips Google uses for Gemini
- Several generations to match budget
- Large discounts for commitments
- Pricing varies by region and is hard to estimate
- Tied to Google Cloud
- Quota for big clusters goes through sales
Google Cloud Video AI
- Recognizes a very large set of objects
- Free monthly minutes per feature
- Works on live streams as well as files
- Each feature is billed separately
- Requires a Google Cloud billing account
- Minutes are rounded up
Which one should you choose?
Choose Cloud TPU if you want:
- Same chips Google uses for Gemini
- Several generations to match budget
- Large discounts for commitments
Watch out: pricing varies by region and is hard to estimate.
Choose Google Cloud Video AI if you want:
- Recognizes a very large set of objects
- Free monthly minutes per feature
- Works on live streams as well as files
Watch out: each feature is billed separately.
Cloud TPU vs Google Cloud Video AI FAQ
What is the difference between Cloud TPU and Google Cloud Video AI?
Cloud TPU: Google's custom AI accelerators for training and serving models. Google Cloud Video AI: Google Cloud API that labels objects, scenes and text in video. Both are models & apis tools.
Is Cloud TPU or Google Cloud Video AI cheaper?
Cloud TPU starts at See pricing page and Google Cloud Video AI starts at See pricing page. Check both pricing pages for current plans.
Do Cloud TPU and Google Cloud Video AI have free plans?
Cloud TPU: No. Google Cloud Video AI: Yes.
Who makes Cloud TPU?
Cloud TPU is made by Google, based in United States.
Who makes Google Cloud Video AI?
Google Cloud Video AI is made by Google, based in United States.
Which should I choose, Cloud TPU or Google Cloud Video AI?
Choose Cloud TPU if you value same chips google uses for gemini and several generations to match budget. Choose Google Cloud Video AI if you value recognizes a very large set of objects and free monthly minutes per feature.