Context.dev vs Polymer

Context.dev

Pros

• Every credit comes from one pool, so scraping, search, brand and extraction don't need four subscriptions to reason about
• The free tier is usable rather than decorative — 500 credits, 50 brand retrievals and no card
• Overage rates fall as the plan grows, from $15 to $7 per 10K credits
• Make, Zapier, Sheets and Excel integrations put it in reach of people who won't be writing a client

Cons

• Credit-metered across six different products, so forecasting a month's spend takes more arithmetic than a flat seat price
• The free plan simply stops at 500 credits rather than degrading, which is honest but abrupt mid-build
• SSO, custom limits and the 99.9% SLA are Enterprise-only

Polymer

Pros

• Requires zero SQL knowledge or data engineering experience
• Auto-generated dashboards look polished and professional immediately
• Interactive facet filters make exploring large tables intuitive

Cons

• No permanent free plan; operates on trial and subscription tiers
• Not designed for massive multi-terabyte enterprise data warehouses
• Custom metric calculations are simpler than full SQL transformations

Context.dev is the better fit for:

• Feeding an agent clean page text without maintaining a scraping fleet
• Building a RAG index from a documentation site in one crawl
• Pulling logos and brand colours for a directory, CRM or partner page
• Enriching a lead list with industry codes from nothing but a domain
• Watching competitor pricing pages and reacting when they change
• Replacing a stack of single-purpose API subscriptions with one credit pool

Polymer is the better fit for:

• Building client-facing marketing analytics dashboards without writing SQL
• Creating searchable e-commerce inventory and sales performance portals
• Analyzing user survey responses and categorical feedback datasets
• Sharing interactive financial summaries with non-technical stakeholders