Sema4.ai vs Apify
A detailed comparison to help you choose between Sema4.ai and Apify.
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Verdict: Apify wins
Apify scores 4.3/5, edging out Sema4.ai at 2.5/5. Developers and data teams who need web data as a recurring pipeline — prebuilt scrapers to start, custom Actors and proxy infrastructure as they scale.
Sema4.ai Enterprise AI agents for knowledge work | Apify Web scraping and automation platform | |
|---|---|---|
| Rating | 2.5 (1 review) | 4.3 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Enterprise finance and operations teams with document-heavy back-office processes who want agents running inside their own Snowflake or cloud account — not the original Robocorp audience. | Developers and data teams who need web data as a recurring pipeline — prebuilt scrapers to start, custom Actors and proxy infrastructure as they scale. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | open sourcefree tierapi access | free tierapi accessopen source |
| Visit Sema4.ai → | Visit Apify → |
Sema4.ai
Pros
- + Python-first tooling (RCC, VS Code extension) remains the most natural RPA developer experience I have used — no proprietary language
- + Deployment inside your own perimeter (Snowpark Container Services or your AWS/GCP/Azure VPC) is a concrete data-governance advantage for finance workloads
- + Free Developer tier (240 run minutes/month) still lets you validate a robot before any sales conversation
- + SAFE framework and MCP connectors (Snowflake, Slack, GitHub, Google Workspace, HubSpot) address the auditability objection to LLM agents
- + Documented consumption pricing ($0.10/run minute) exists on the old Robocorp docs as a transparent starting point
Cons
- - Robocorp as a product is discontinued — acquired by Sema4.ai (Jan 2024) and folded into a differently-targeted enterprise platform
- - Open-source community layer is effectively gone: RCC ships under a commercial Sema4.ai EULA and is no longer publicly maintained
- - No transparent self-serve pricing above the free tier — $15/agent/day Team figures, an ambiguous $165 site figure and sales-quoted Enterprise don't reconcile
- - Built for enterprise finance operations, not the solo automator or small team that chose Robocorp originally
- - Vendor performance claims (90%+ automation rates) are unaudited; independent trackers estimate first-year costs of roughly $49K–$127K
Apify
Pros
- + Genuine free sandbox: $5 monthly credit covers real test runs of store Actors, not just a feature tour
- + Store breadth — flagship scrapers (Google Maps, Instagram, SERP) show 4.6–4.7 ratings across hundreds of reviews in their own store stats
- + Billing is itemized per compute unit, proxy GB and storage operation, so I could attribute a run's cost down to cents
- + First-class developer tooling: Crawlee (open source), Python and JS SDKs, CLI deploys, scheduling, webhooks, REST API
- + Proxy network (datacenter, residential, Google SERP) is integrated rather than a third-party add-on, with country-level rates published
Cons
- - Real cost is a stack of meters (Actor per-event price + compute units + proxy GB + storage) and is hard to forecast without test runs
- - Store catalog is noisy with heavy duplication — one reviewer counted 12,000+ job scrapers alone; long-tail quality is unvetted
- - Anything past running a prebuilt Actor requires coding skills and proxy knowledge
- - SSO is Enterprise-only; personal training is $150/hour; support is community-only below the $19 tier
- - Vendor's headline customer and catalog counts are self-reported and undefined — I could not verify them independently
Frequently Asked Questions
Which is better, Sema4.ai or Apify?▼
Apify scores higher at 4.3/5 vs 2.5/5 for Sema4.ai, making it the better-rated option in our comparison.
What is the difference between Sema4.ai and Apify?▼
Sema4.ai: Sema4.ai, formerly Robocorp, builds enterprise AI agents that carry out document-heavy business processes, with an open-source Python foundation. Apify: Apify is a marketplace and platform of ready-made web scrapers and automation actors, with tooling to build and host your own.
Is Sema4.ai or Apify more affordable?▼
Sema4.ai starts at €0/mo, Apify starts at €0/mo. Check the comparison table above for current pricing.
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