Netlify vs Spider Cloud

Netlify's primitives are deployment-shaped: Serverless Functions as API endpoints, Netlify Database (managed Postgres) that integrates natively with AI agents, Blob storage, Deploy Previews on every PR including stacked GitHub PRs, one-click rollback, an image CDN, global edge with 99.99% uptime, and an AI Gateway connecting to OpenAI, Anthropic, Gemini, and open models without key management. Agent Runners build, fix, and update code from the dashboard — and as of August 2026 they ask clarifying questions before making changes, reducing guesswork. September 2026 news added TypeSafe's Jev model to AI Gateway with zero config and Cursor Origin repositories that build, preview, and deploy directly.

Spider Cloud's primitives are data-acquisition-shaped: scrape a page into markdown, JSON, HTML, or raw text; stream whole-site crawls back as JSONL as each page finishes; a web search endpoint returning SERP results, scraped pages, and AI extraction in one call; a custom browser that executes scripts, loads lazy images, and completions infinite scroll. Bot walls and CAPTCHAs are handled in-request, with Browser Cloud running full stealth sessions. A proxy network of 215M+ residential and ISP exits across 199 countries rotates per request. The September 2026 provider router object lets scrape/crawl requests route to outside providers on your own keys. MCP at mcp.spider.cloud targets Claude Code, Codex, Cursor, and Claude Desktop, and a spider-agent CLI plus SKILL.md lets a coding agent self-onboard against the API.

The capability sets barely overlap: Netlify runs your code, Spider fetches other people's pages. The one shared thread is agent tooling — Netlify's Gateway/Runners versus Spider's MCP server and CLI — but they serve opposite ends of the agent workflow.

Both are freemium, but the meters measure different things, so comparing headline tiers tells you nothing. Netlify is credit-based: deploys, Functions, Database, Blob storage, and AI Gateway calls draw on the same credit pool, so a heavy agent-assisted build cycle or unpredictable AI inference is the line item that can spike your bill. Netlify leans on unlimited-members Pro for agencies and freelancers running many client sites, and pushes strict-compliance enterprises to a paid Enterprise tier. The AI Gateway angle is the pricing trap to watch: model calls are billed to Netlify credits, which is convenient (no key management) but couples inference cost to your platform plan.

Spider Cloud's cost model is deliberately unbundled. Base request pricing does not bundle residential or ISP proxy pools or AI extraction — those bill separately, which is the most common buyer misunderstanding its own docs call out. A flat-rate Unlimited tier wins on concurrency for high-throughput crawls that would be metered per-request elsewhere, but geo-targeting isn't available on Unlimited yet, so geo-fenced crawls have to stay on pay-as-you-go. Unlimited also queues nothing server-side: clients must handle HTTP 429 and back off themselves. September 2026 added a provider router so requests can run on your own external provider keys, which can shift cost off Spider's stack when you already have provider contracts.

The practical decision rule: model Netlify spend as platform credits plus