ScrapeGraphAI vs Temporal AI

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

Analysis reviewed Live tool data as of 2026-10-09
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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

ScrapeGraphAI turns plain-English prompts into structured JSON through a metered web-scraping API for developers and AI pipelines.

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Temporal AI
Temporal AI

Temporal is the durable execution platform that keeps AI agents and long-running workflows alive through crashes, retries, and abandoned

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Pricing
Freemium
Freemium
Plans
$0/mo
$20/mo
$100/mo
$500/mo
Custom
$5 one-time
$40 one-time
$150 one-time
$150 credits for 90 days
Starting at $50 per million actions
Greater of $500/mo or 10% of usage
Custom
Popularity
2 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebAPICLI
WebAPI
Categories
🌐 Web Scraping & Search APIs
🕸️ Agent Frameworks & Orchestration⚙️ Developer Infrastructure
Features
Natural-language prompt to structured JSON extraction
Scrape any URL to markdown, HTML, links, images, summary, JSON, or screenshot
Branding analysis endpoint at 25 credits per page
Web search with data extraction from results in one call
Website crawling with configurable depth, breadth, and max pages
Page change monitoring with webhook notifications
Stealth toggle for anti-bot bypass (+5 credits per call)
PDF processing at 1 credit per page with 25-page default cap
Search MIME allowlists and configurable PDF page limits (v3.5.0)
Team workspaces for collaboration (v3.4.0)
MCP server for Claude and Cursor
Python and JavaScript SDKs
Automatic credit top-ups with custom threshold and quantity
Render modes: auto / fast / js (no credit change)
Credit calculator and prompt playground with JSON schema editor
Durable execution captures Workflow state at every step with no checkpointing or recovery code
Native SDKs for Go, Java, Python, TypeScript, .NET, PHP, Ruby, and Rust
Activities retry automatically with backoff, four timeout classes, and heartbeating
Signals, Queries, and Updates read and mutate running Workflows mid-flight
Workflow Streams for real-time interactivity with running executions
Durable AI agents via OpenAI Agents SDK and Google ADK running LLM and tool calls as Activities
Serverless Workers host durable AI agents on Amazon Bedrock AgentCore
Serverless Workers on AWS Lambda (public preview) and GCP Cloud Run (pre-release)
Standalone Activities provide a lighter job-queue pattern with Python examples
Humans-in-the-loop orchestration without wrapper Workflows
Saga pattern via compensating transactions that read like try/catch
Durable Timers sleep for months; cron Schedules support backfill and Continue-As-New
Native Task Queue priority and fair distribution without a custom queueing layer
Worker Versioning pins Workflows to a version; GitHub Actions automates it in CI
Replay tests validate against real workflow histories; Time-skipping tests fast-forward timers
Integrations
LangChain
CrewAI
LlamaIndex
Vercel AI SDK
LiteLLM
n8n
Zapier
Make.com
MCP (Model Context Protocol)
Smithery
Claude
Cursor
OpenAI Agents SDK
Google ADK
AWS Lambda
Google Cloud Run
Amazon Bedrock AgentCore
Kubernetes
GitHub Actions

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 (averaged across 1 source)

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

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “Temporal AI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

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