kitio.aiGoogle Colab vs Portals.co
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Google Colab starts at $9.99/mo and Portals.co 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
- Hosted Jupyter notebooks
- Free GPU access
- Gemini code assistance
- Data Science Agent
- Google Drive sharing
- AI-generated follow-up questions
- One-line website widget
- Linkable feedback forms
- Feedback analysis
- Website builder integrations
| Feature | Google Colab | Portals.co |
|---|---|---|
| Best for | Free hosted Jupyter notebooks with GPUs and Gemini built in | AI follow-up questions for website feedback popups |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Free trial |
| Starting price | $9.99/mo | See pricing page |
| Free plan | Yes | No, 7-day trial |
| Made by | Portals.co | |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Google Colab starts at $9.99/mo and Portals.co starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Free
Free
- Free notebooks
- Limited GPU access
Pay As You Go
$9.99 / 100 compute units
- No subscription
- Faster GPUs
Colab Pro
$9.99/mo
- 100 compute units/month
- Faster GPUs
- More memory
Colab Pro+
$49.99/mo
- 500 compute units/month
- Background execution
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Google Colab
- Free GPUs for learning
- No setup needed
- Easy sharing via Drive
- Sessions disconnect when idle
- Free GPU access is not guaranteed
Portals.co
- Follow-ups dig deeper than static forms
- One-line install
- Works with common site builders
- Pricing isn't published on the homepage
- Trial lasts only 7 days
Which one should you choose?
Choose Google Colab if you want:
- Free GPUs for learning
- No setup needed
- Easy sharing via Drive
Watch out: sessions disconnect when idle.
Choose Portals.co if you want:
- Follow-ups dig deeper than static forms
- One-line install
- Works with common site builders
Watch out: pricing isn't published on the homepage.
Google Colab vs Portals.co FAQ
What is the difference between Google Colab and Portals.co?
Google Colab: Free hosted Jupyter notebooks with GPUs and Gemini built in. Portals.co: AI follow-up questions for website feedback popups. Both are data & analytics tools.
Is Google Colab or Portals.co cheaper?
Google Colab starts at $9.99/mo and Portals.co starts at See pricing page. Check both pricing pages for current plans.
Do Google Colab and Portals.co have free plans?
Google Colab: Yes. Portals.co: No, 7-day trial.
Who makes Google Colab?
Google Colab is made by Google, based in United States.
Who makes Portals.co?
Portals.co is made by Portals.co.
Which should I choose, Google Colab or Portals.co?
Choose Google Colab if you value free gpus for learning and no setup needed. Choose Portals.co if you value follow-ups dig deeper than static forms and one-line install.