Agentic Index
Apify vs Firecrawl (2026)
Choose Firecrawl to turn websites into clean, LLM ready markdown or JSON through one focused API, and choose Apify for a full scraping platform with more than 45,000 prebuilt Actors, proxies, and an MCP server exposing them as agent tools. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Firecrawl starts at 16 dollars a month billed yearly with a free tier and an open source core, while Apify starts at 19 dollars a month, or 17 billed yearly, with five dollars of free usage every month. Single purpose crawling for AI pipelines versus a scraping ecosystem is the honest split.
On the Agentic Index agent infrastructure ranking, neither Apify nor Firecrawl clears the bar, which asks for all five production contract capabilities documented in full. Apify does not document deployment and data residency in full, nor testing, debugging and optimization; Firecrawl does not document testing, debugging and optimization in full. 34 of the 186 vendors in the lane clear it. See the agent infrastructure ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Apify and Firecrawl are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 956 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Apify if
- More than 45,000 site specific scrapers in the Apify Store save you building your own
- Exposing thousands of Actors to agents over MCP is directly useful
- Complex extraction targets need more than generic crawling
Choose Firecrawl if
- You want any URL converted to clean markdown for RAG with one call
- An open source core you can self host hedges vendor dependency
- You would rather forecast spend in credits per page than in compute units plus per Actor fees
| At a glance | Apify | Firecrawl |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | From $19/mo ($17 billed yearly) · free plan | From $16/mo billed yearly · free tier + open source |
| Free / trial | Free plan: $5/mo prepaid platform usage, no credit card | Free tier: 1,000 credits per month, no card. Open source core self hostable. |
| Pricing confidence | public exact | public exact |
| Feature | A Apify |
F Firecrawl |
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
Full / Explicit | Partial |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Partial | No / Not documented |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
Full / Explicit | Full / Explicit |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
No / Not documented | No / Not documented |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Partial | No / Not documented |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Partial | Partial |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Partial | Full / Explicit |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Full / Explicit | Partial |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
Full / Explicit | Full / Explicit |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | No / Not documented |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
Full / Explicit | Full / Explicit |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | A Apify |
F Firecrawl |
|---|---|---|
|
Entry price Lowest public entry point |
From $19/mo ($17 billed yearly) · free plan | From $16/mo billed yearly · free tier + open source |
|
Pricing confidence How public the numbers are |
Public, exact | Public, exact |
|
Billing Primary billing axis |
compute units plus proxy GB, storage, and per Actor fees | Credits per API request (1 credit per page for scrape, crawl, map, monitor), within monthly subscription tiers |
|
Variable cost Workload / overage exposure |
High variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
Free tier
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Mixed | Self-serve |
More comparisons with Apify or Firecrawl
Other matchups in agent infrastructure platforms
Not the pairing you were after? These compare a different set of agent infrastructure platforms on the same 14 capabilities.