kitio.aiGroq vs Graphsignal
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Groq starts at See pricing page and Graphsignal 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
- Continuous GPU profiling
- Observability dashboards
- Signals API for agents
- vLLM, SGLang and TensorRT support
- NVIDIA and AMD GPUs
| Feature | Groq | Graphsignal |
|---|---|---|
| Best for | Very fast inference API for open models on custom LPU chips | Production GPU profiler for tuning AI inference workloads |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | Groq | Graphsignal |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Groq starts at See pricing page and Graphsignal 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
3 plans
Free
Free
- 100 profiled GPU hours a month
- Observability dashboards
- 1 user
Pro
$0.08 / GPU profiled hour
- Continuous production profiling
- Unlimited users
- 30 days data retention
Enterprise
Contact sales
- On-premise option
- Volume discounts
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
Graphsignal
- Based on real production behavior
- Free plan includes 100 profiled hours
- Unlimited users on Pro
- Only useful for self-hosted inference
- Pro data retention is 30 days
- Enterprise pricing is not public
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 Graphsignal if you want:
- Based on real production behavior
- Free plan includes 100 profiled hours
- Unlimited users on Pro
Watch out: only useful for self-hosted inference.
Groq vs Graphsignal FAQ
What is the difference between Groq and Graphsignal?
Groq: Very fast inference API for open models on custom LPU chips. Graphsignal: Production GPU profiler for tuning AI inference workloads. Both are models & apis tools.
Is Groq or Graphsignal cheaper?
Groq starts at See pricing page and Graphsignal starts at See pricing page. Check both pricing pages for current plans.
Do Groq and Graphsignal have free plans?
Groq: Yes. Graphsignal: Yes.
Who makes Groq?
Groq is made by Groq, based in United States.
Who makes Graphsignal?
Graphsignal is made by Graphsignal.
Which should I choose, Groq or Graphsignal?
Choose Groq if you value extremely fast output and free tier without a card. Choose Graphsignal if you value based on real production behavior and free plan includes 100 profiled hours.