kitio.aiGroq vs Upstash Vector
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Groq starts at See pricing page and Upstash Vector 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
- LPU-based inference
- OpenAI-compatible API
- Speech-to-text models
- Batch API
- Free developer tier
- Per-request pricing
- DiskANN search
- Metadata filtering
- Hybrid indexes
- Built-in embeddings
| Feature | Groq | Upstash Vector |
|---|---|---|
| Best for | Very fast inference API for open models on custom LPU chips | Serverless vector database with per-request pricing and a free tier |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | Groq | Upstash |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Groq starts at See pricing page and Upstash Vector starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Free
Free
- Rate-limited API access
- For prototyping
Developer
Pay per token
- Higher rate limits
- Pay-as-you-go by model
Enterprise
Contact sales
- Dedicated capacity
- Enterprise support
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
Groq
- Extremely fast output
- Free tier without a card
- Low prices on small models
- Smaller model catalog
- Some models moved to enterprise pricing
- Rate limits on the free tier
Upstash Vector
- Scales to zero cost
- Simple REST API
- Free daily allowance
- Not built for huge datasets
- Fewer advanced features
- Latency depends on region
Which one should you choose?
Choose Groq if you want:
- Extremely fast output
- Free tier without a card
- Low prices on small models
Watch out: smaller model catalog.
Choose Upstash Vector if you want:
- Scales to zero cost
- Simple REST API
- Free daily allowance
Watch out: not built for huge datasets.
Groq vs Upstash Vector FAQ
What is the difference between Groq and Upstash Vector?
Groq: Very fast inference API for open models on custom LPU chips. Upstash Vector: Serverless vector database with per-request pricing and a free tier. Both are models & apis tools.
Is Groq or Upstash Vector cheaper?
Groq starts at See pricing page and Upstash Vector starts at See pricing page. Check both pricing pages for current plans.
Do Groq and Upstash Vector have free plans?
Groq: Yes. Upstash Vector: Yes.
Who makes Groq?
Groq is made by Groq, based in United States.
Who makes Upstash Vector?
Upstash Vector is made by Upstash, based in United States.
Which should I choose, Groq or Upstash Vector?
Choose Groq if you value extremely fast output and free tier without a card. Choose Upstash Vector if you value scales to zero cost and simple rest api.