Context.dev vs Estuary Flow
Context.dev and Estuary Flow are both data integration & ETL tools. Context.dev is aimed at developers and small businesses, while Estuary Flow is aimed at developers. Both have a free plan.
One API for scraping, search, brand data and people search
Real-time ETL and CDC pipelines
| Pricing | Freemium · $20 | Freemium |
| Starting price | $20/mo | Not published |
| Free plan | Yes | Yes |
| Free trial | — | 30 days |
| Built for | Developers, Small businesses, Enterprise | Developers |
| Platforms | web | web |
| Country | — | US · 2019 |
| Rating | — | — |
Choose Context.dev if
Developers and AI agent builders who want scraping, search, brand data and people search behind one API and one credit balance.
- One credit pool covers scraping, search, brand and people data
- Free tier with 1,000 monthly credits and no credit card
- Strong agent tooling: MCP server, Claude, ChatGPT and Cursor guides
Look elsewhere if: Sales teams that want a ready-made prospecting app with sequences rather than an API (Apollo), or pure neural web search (Exa).
Choose Estuary Flow if
Teams needing real-time data pipelines.
- Low latency
- Cost-effective
- CDC done well
Look elsewhere if: Simple daily batch syncs.
Context.dev vs Estuary Flow pricing
Context.dev
- Free$0/mo1,000 credits/mo, no overage, no credit card required
- Developer$20/mo10,000 credits, $3 per 1,000 overage; 2 months free yearly
- Pro$90/mo100K credits; tiers up to 2.5M cost up to $950/mo; $2/1K overage
- EnterpriseCustomCustom credits, dedicated Slack, 99.9% uptime SLA
Estuary Flow
- Developer$0Up to 10 GB/mo, 2 connector instances
- Cloud$0.50/GBPlus $100/connector instance; usage-based
- EnterpriseCustomCustom volume and deployment model
Context.dev · Key features
- Scrape any URL to Markdown, HTML, screenshots or JSON with JS rendering
- Crawl and Map endpoints for whole-site content and URL discovery
- Web Search and Answers that return source-backed JSON in your shape
- Brand, Styleguide and Logo Link endpoints for logos, colors and fonts
- People Search in fast or ultra mode with country and experience filters
- Company search, person enrichment and news search endpoints
Cons
- Credit cost per call ranges from 1 to 100, which complicates budgeting
- Larger credit tiers cost $300 to $950 a month before Enterprise
- 99.9% uptime SLA only on the custom Enterprise plan
Estuary Flow · Key features
- Real-time CDC
- Streaming and batch
- Transformations
- 200+ connectors
- Exactly-once delivery
- Private deployments
Cons
- Smaller connector catalog than Fivetran
- Streaming concepts
- Younger vendor
Context.dev vs Estuary Flow: FAQ
Do Context.dev and Estuary Flow have a free plan?
Yes, both Context.dev and Estuary Flow have a free plan; paid plans add more usage and features.
Which is better for small businesses, Context.dev or Estuary Flow?
Context.dev lists small businesses as a core audience, while Estuary Flow is aimed more at developers.