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Data & Development AI products
Warehousing, pipelines, analytics and code assistance. These are the products that sit under everything else you build.
150 products 84 free or freemium
What these tools do and what they do not
Products we track
| Product | What it does | Pricing | Origin |
|---|---|---|---|
| Databricks | Data intelligence platform unifying lakehouse, ML and GenAI | Usage-based; free trial | 🇺🇸 United States |
| Snowflake (Cortex AI) | AI Data Cloud with Cortex LLM functions and data agents | Usage-based credits; free trial | 🇺🇸 United States |
| Deepgram | Nova speech-to-text and Aura TTS APIs for real-time voice AI. | $200 free credits; usage-based | 🇺🇸 United States |
| Allganize | not published | Enterprise custom | 🇰🇷 South Korea |
| Upstage | not published | API usage-based (schools free 1yr) | 🇰🇷 South Korea |
| Lovable | not published | Free; Pro from $25/mo | 🌐 Other regions |
| n8n | not published | Cloud from ~€24/mo; self-host free | 🌐 Other regions |
| Amazon Bedrock (AWS) | AWS’s managed multi-model platform for building GenAI apps and agents. | Per-token, usage-based | 🇺🇸 United States |
| Azure AI Foundry (Microsoft) | Microsoft’s unified platform for building and governing enterprise AI agents. | Usage-based | 🇺🇸 United States |
| Cartesia | Sonic: ultra-low-latency realistic TTS built on state-space models. | Free dev tier; usage-based | 🇺🇸 United States |
| CoreWeave | Hyperscale AI cloud purpose-built for GPU compute at massive scale. | Reserved/on-demand GPU contracts | 🇺🇸 United States |
| CrewAI | Multi-agent orchestration framework for role-based AI crews | OSS free; Enterprise custom | 🇺🇸 United States |
| Grok (xAI) | xAI’s frontier chatbot with real-time X data and strong reasoning models. | SuperGrok ~$30/mo; API per-token | 🇺🇸 United States |
| Hugging Face | The GitHub of AI — models, datasets, Spaces, and inference endpoints. | PRO $9/mo; Enterprise Hub from $20/user/mo | 🇺🇸 United States |
Pricing is reproduced exactly as each vendor publishes it, and left blank where they publish nothing. Showing 14 of 150 — the rest are in the full directory.
Before you adopt
Frequently asked questions
How many data & development products do you track?
We track 150 in this area, of which 84 offer a free or freemium tier you can evaluate without a commitment.
What will these tools not solve?
They will not fix data you do not collect, or governance you have not defined. A warehouse makes bad data queryable, not correct.
Do you have a commercial relationship with these vendors?
No. Every product in this directory is listed editorially. We hold no partnership, reseller or distribution agreement, and we do not accept payment for placement.
Data & Development
Narrowing this down
Tell us the workflow you are trying to change and we will come back with a shortlist and the trade-offs, not a list of every product on this page.