Agentic Index
Firecrawl vs Tavily (2026)
Choose Firecrawl when you know which sites to ingest and need them converted to clean, LLM ready content, and choose Tavily when your agents must first discover current information across the open web. 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 Tavily offers 1,000 free credits a month with pay as you go under a cent per credit. Crawling known targets versus searching the live web is the functional boundary between them.
On the Agentic Index agent infrastructure ranking, neither Firecrawl nor Tavily clears the bar, which asks for all five production contract capabilities documented in full. Firecrawl does not document testing, debugging and optimization in full; Tavily documents one of the five 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. Firecrawl and Tavily 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 Firecrawl if
- Your corpus is a known set of sites and ingestion quality is the job
- Open source self hosting of the crawler matters for cost or compliance
- Structured JSON extraction from pages feeds your pipeline directly
Choose Tavily if
- Agents need real time answers about things happening now
- Cited search results simplify trust and grounding downstream
- Nebius cloud alignment fits your broader platform direction
| At a glance | Firecrawl | Tavily |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | From $16/mo billed yearly · free tier + open source | Free 1,000 credits/mo · Project $30/mo (4,000 credits) · pay as you go $0.008/credit · Enterprise custom |
| Free / trial | Free tier: 1,000 credits per month, no card. Open source core self hostable. | Free tier: 1,000 API credits/month, no credit card. Free for students. |
| Pricing confidence | public exact | public exact |
| Feature | F Firecrawl |
T Tavily |
|---|---|---|
| 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. |
Partial | Partial |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
No / Not documented | 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 | No / Not documented |
| 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. |
No / Not documented | No / Not documented |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Partial | No / Not documented |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Partial |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | No / Not documented |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | 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. |
No / Not documented | 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 | Partial |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | F Firecrawl |
T Tavily |
|---|---|---|
|
Entry price Lowest public entry point |
From $16/mo billed yearly · free tier + open source | Free 1,000 credits/mo · Project $30/mo (4,000 credits) · pay as you go $0.008/credit · Enterprise custom |
|
Pricing confidence How public the numbers are |
Public, exact | Public, exact |
|
Billing Primary billing axis |
Credits per API request (1 credit per page for scrape, crawl, map, monitor), within monthly subscription tiers | Credit system metered by operation type and depth (basic search 1 credit, advanced 2, extract 1 credit/5 URLs, map 1 credit/10 pages); pay as you go or subscription, plus Project and Enterprise tiers |
|
Variable cost Workload / overage exposure |
Medium variable cost | High variable cost |
|
Free tier / trial Try before you buy |
Free tier
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Self-serve | Self-serve |
Tavily was acquired by Nebius in February 2026 for an undisclosed sum and continues as the search layer of the Nebius AI cloud platform. Buyers outside the Nebius ecosystem should weigh roadmap priorities accordingly.
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