ScrapeGraphAI vs Temporal AI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionScrapeGraphAITemporal AI
PricingFreemium (credit-based, top-up packs)Freemium (cloud free tier, usage-based billing)
Core Use CaseAI-powered web scraping & data extractionDurable execution & workflow orchestration
Best ForData engineers & developers automating web data extractionTeams building reliable AI agents & microservices
Key IntegrationLangChain, CrewAI, LlamaIndex, n8n, MCPOpenAI Agents SDK, Google ADK, Slack
Not ForNon-technical users or offline scrapingSimple cron jobs or stateless APIs
Latest NewsWorkspaces v3.4.0, LiteLLM integrationUsage-based billing, Custom Roles pre-release

Choose Temporal AI if you need a rock-solid orchestration platform for long-running, fault-tolerant workflows or AI agents. Choose ScrapeGraphAI if your primary need is AI-driven web scraping to extract structured data at scale. They solve fundamentally different problems — pick based on whether you need to orchestrate or scrape.

Try ScrapeGraphAITry Temporal AI
ScrapeGraphAI
ScrapeGraphAI

AI web scraping API that turns natural-language prompts into structured JSON.

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Temporal AI
Temporal AI

Durable execution platform that keeps AI agents working through failures with automatic retries and state capture.

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Pricing
Freemium
Freemium
Plans
$0/mo
$20/mo
$100/mo
$500/mo
Custom
$0/mo
$100/mo
$500/mo
Custom
Custom
Popularity
2 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebAPICLI
Categories
🌐 Web Scraping & Search APIs
🕸️ Agent Frameworks & Orchestration⚙️ Developer Infrastructure
Features
Natural-language prompts to structured JSON extraction
Scrape URLs to markdown, HTML, screenshots, or branding analysis
Search the web and extract results in one API call
Crawl websites with configurable depth, breadth, and max pages
Monitor pages for changes with webhook notifications
Stealth mode for anti-bot bypass (+5 credits per request)
PDF processing with configurable page limits (v3.5.0)
MIME allowlists for search results (v3.5.0)
Team workspaces for collaboration (v3.4.0)
JSON schema editor in Playground
Automatic credit top-ups and pay-per-usage billing
SOC 2 Type II compliance
CLI tool for terminal-based scraping
MCP server for Claude, Cursor, and other MCP clients
Python SDK and JavaScript SDK
Durable execution with automatic state capture
Workflow orchestration with automatic retry and recovery
Activities with automatic retries and timeouts
Native SDKs for Python, Go, TypeScript, Ruby, C#, Java, PHP, Rust (preview)
Human-in-the-loop with signals and pause/resume
Saga pattern via compensating transactions
Full visibility UI for workflow state
Serverless Workers for Google Cloud Run (pre-release)
Serverless Workers for AWS Lambda (public preview)
Standalone Activities for independent execution
Workflow Streams for real-time interactivity
Task Queue Priority & Fairness (GA)
Temporal Worker Controller (GA) for K8s lifecycle
External Storage for large payloads (public preview)
Custom Roles for granular permissions (pre-release)
Integrations
Python SDK
JavaScript SDK
LangChain
CrewAI
LlamaIndex
Vercel AI SDK
LiteLLM
n8n
Zapier
Make.com
MCP (Model Context Protocol)
Claude code skill
Smithery
CLI
LangGraph
OpenAI Agents SDK
Google ADK
Google Cloud Run
AWS Lambda
Azure
Slack
NVIDIA
Salesforce
Twilio
Docker
Kubernetes
Braintrust

What real users say: ScrapeGraphAI vs Temporal AI

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

ScrapeGraphAI

11 mentions across 1 sources · 75% positive

Hacker News

What users praise

  • • AI-powered scraping eliminates brittle CSS/XPath selectors.
  • • Natural language prompts make extracting structured data simple.
  • • Graph-based pipeline adapts to dynamic, changing websites.
  • • Integrates with LangChain, CrewAI, LlamaIndex, and automation tools.

What frustrates them

  • • Only 11 Hacker News posts available; no independent community feedback.
  • • Free tier provides only 500 one-time credits, insufficient for evaluation.
  • • Paid plans start at $20/month, potentially expensive for light use.
  • • Reliability at scale not independently verified.

Researched Jul 3, 2026

Temporal AI

32 mentions across 2 sources · 63% positive — mixed

YouTube, Lemmy

What users praise

  • • Durable execution automatically captures state and resumes after failures, no manual intervention needed.
  • • Automatic retries and timeouts for activities eliminate common API failure headaches.
  • • Full visibility UI lets you see exactly what's happening in every workflow step.
  • • Native SDKs for Python, Go, TypeScript, and more provide code flexibility without vendor lock-in.

What frustrates them

  • • Learning curve to master workflow vs activity concepts for newcomers.
  • • Self-hosting setup can be complex; may need to invest in infrastructure.
  • • Not a drop-in replacement for simple cron jobs—overkill for basic scheduling.
  • • Serverless Workers for Google Cloud Run are only pre-release, limiting production use.

Researched Aug 18, 2026

Who should pick which

  • Solo founder building an AI agent
    Pick: Temporal AI

    Temporal ensures agent workflows survive failures, and its free tier is enough to start.

  • Data engineer scraping competitor sites
    Pick: ScrapeGraphAI

    ScrapeGraphAI's AI-powered extraction and monitoring are purpose-built for this.

  • Fintech team needing Saga transactions
    Pick: Temporal AI

    Temporal's compensating transactions and state persistence are ideal for financial workflows.

  • Developer building a RAG pipeline
    Pick: ScrapeGraphAI

    ScrapeGraphAI's integrations with LangChain and LLMs make it easy to feed web data into RAG.

  • Operations team monitoring page changes
    Pick: ScrapeGraphAI

    ScrapeGraphAI's monitoring with webhook notifications fits this need perfectly.

Frequently Asked Questions

ScrapeGraphAI vs Temporal AI: which should you choose?

Choose Temporal AI if you need a rock-solid orchestration platform for long-running, fault-tolerant workflows or AI agents. Choose ScrapeGraphAI if your primary need is AI-driven web scraping to extract structured data at scale. They solve fundamentally different problems — pick based on whether you need to orchestrate or scrape.

Can Temporal AI scrape websites?

No, Temporal is for orchestrating workflows, not scraping. Use ScrapeGraphAI for that.

Does ScrapeGraphAI support durable execution?

No, ScrapeGraphAI is a scraping API; it doesn't provide workflow durability.

Which pricing model is more cost-effective?

It depends on usage. Temporal's usage-based billing suits consistent workflow volume; ScrapeGraphAI's credits never expire, good for variable scraping.

Can I use both together?

Yes, you could use Temporal to orchestrate ScrapeGraphAI calls as part of a larger workflow.

Does ScrapeGraphAI have a free tier?

Yes, freemium with free credits to start.

Does Temporal have a free tier?

Yes, Temporal Cloud offers a free tier with limited actions.

Which tool is easier to get started with?

Both have free tiers and documentation, but ScrapeGraphAI's API is simpler for scraping; Temporal requires learning workflow-as-code.

Which tool is better for non-technical users?

ScrapeGraphAI has a playground and Zapier integration, but both are developer-oriented.

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Explore each tool further

ScrapeGraphAI
View ScrapeGraphAI reviewScrapeGraphAI alternatives
Temporal AI
View Temporal AI reviewTemporal AI alternatives

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Last reviewed: July 3, 2026