Ongrid vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-08-24
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At a glance

DimensionOngridSpider Cloud
PricingContact sales (self-hosted, bring your own LLM)Freemium (pay-per-use, ~$0.03/1k pages; $6/mo for AI Studio add-on)
Primary Use CaseInfrastructure troubleshooting & remediation from chatWeb crawling & scraping for AI agents / RAG
DeploymentSelf-hosted (Docker Compose, outbound-only connectivity)Cloud API (SaaS) + open-source core on GitHub
IntegrationsSlack, Telegram, Larksuite, DingTalk, WeCom, Prometheus, Grafana, Loki, Tempo, OpenTelemetry, QdrantLangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno, Dify, Google Cloud Storage, Amazon S3, Supabase
Key Recent FeaturesNo recent news (stable as of last data)Browser AI commands (Act/Extract/Observe), scraper catalog (1,000+ examples), data connectors
Best ForDevOps/SRE teams with heterogeneous observability stacksAI agents & developers needing fast, cheap web data

Ongrid and Spider Cloud serve completely different purposes: Ongrid is an ops AI agent for troubleshooting infrastructure from chat, while Spider Cloud is a web scraping API for AI agents. Choose Ongrid if you need self-hosted incident response with query generation and remediation; choose Spider Cloud if you need cost-effective, reliable web data for RAG or LLMs.

Try OngridTry Spider Cloud
Ongrid
Ongrid

Ops AI agent that finds root causes and fixes infra from Slack or Telegram.

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Spider Cloud
Spider Cloud

AI web scraping API that turns any site into markdown or JSON for AI agents, pay-as-you-go or flat-rate.

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Pricing
Freemium
Freemium
Plans
$0/mo
Contact sales
Custom
$0
$1/GB
$40/mo (2 concurrency) up to $19,994/mo (1,538 concurrency)
$6/mo
Popularity
12 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
CLI
WebAPICLI
Categories
🚨 AIOps & Incident Response
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Root cause analysis via metrics, logs, traces, topology, and source code
PromQL, LogQL, TraceQL query generation and execution
Chat-based incident troubleshooting in Slack, Telegram, Larksuite, DingTalk, WeCom
Two-way channels with per-channel locale support
Read-only host probing with bash and host_probe_* skills
Over 26 audited skills plus custom runbooks
Expand topology graphs for context
Evidence-backed answers grounded in live telemetry
Bring your own LLM: Anthropic, OpenAI, GLM, DeepSeek, Gemini, Kimi, OpenAI-compatible
One-liner install on Linux amd64/ARM64 (Ubuntu 22.04+, Debian 12+, RHEL 9, Rocky 9)
Self-hosted Docker Compose deployment (manager, MySQL, Prom, Loki, Tempo, Grafana, Qdrant)
Outbound-only connectivity, zero open inbound ports, no jumpbox
Full audit trail for every action
Multi-environment and multi-region support
Webhook channel support
Scrape any website into markdown or JSON
Full-site crawling at 100K+ pages/sec
SERP, scraping, and extraction in one Web Search API call
Silk custom AI model for HTML-to-structured-data and captcha solving
Browser Cloud with CDP control and AI commands via WebSocket
Supports HTML, raw, plain text, JSON, JSONL, CSV, and XML
Stealth browser layer to bypass anti-bot measures
1,000+ ready-made scraper examples across 32 categories
10,000 core API requests per minute by default
Flat-rate Unlimited plan and pay-as-you-go with no expiry
Rust engine for performance
Robots.txt compliance on by default, disable per-request
Native integrations for LangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno
Integrations
Slack
Telegram
Larksuite
DingTalk
WeCom
Prometheus
Grafana
Loki
Tempo
OpenTelemetry
Qdrant
LangChain
LlamaIndex
CrewAI
FlowiseAI
AutoGen
Agno

What real users say: Ongrid vs Spider Cloud

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.

Ongrid

9 mentions across 3 sources · 12% positive — critical

Hacker News, GitHub, Lemmy

What users praise

  • • Chat-native troubleshooting keeps teams in Slack/Telegram without context switching.
  • • Infrastructure-aware root cause analysis using live data from multiple cloud providers.
  • • Automated remediation via runbooks and scripts reduces manual intervention.
  • • Supports major cloud providers: AWS, Azure, GCP.

What frustrates them

  • • Core features like host_bash tool often fail to execute commands.
  • • Configuration UI has bugs where input fields disappear after ten seconds.
  • • Permission errors after adding nodes prevent monitoring from loading.
  • • Deployment in air-gapped environments fails due to Docker timeout.

Researched Jul 3, 2026

Spider Cloud

41 mentions across 2 sources · 10% positive — critical

YouTube, Lemmy

What users praise

  • • One endpoint for scraping, crawling, search, and browser automation.
  • • Converts sites to markdown, JSON, JSONL, CSV, XML—flexible outputs.
  • • Rust engine and stealth browser claim strong anti-bot bypass.
  • • Silk AI model handles captchas and HTML-to-structured data on GPUs.

What frustrates them

  • • No real user reviews to validate performance or reliability.
  • • Brand name confuses with Spider-Man, hurting discoverability.
  • • Pricing details are vague—hidden costs may apply.
  • • Learning curve for non-developers could be steep.

Researched Aug 18, 2026

Who should pick which

  • Solo DevOps engineer with a complex observability stack
    Pick: Ongrid

    Ongrid integrates directly with Prometheus/Loki/Grafana and lets you troubleshoot via chat, reducing MTTR without needing to switch contexts.

  • Developer building an AI agent that needs real-time web data
    Pick: Spider Cloud

    Spider Cloud's API is built for AI agents, with structured output, Browser AI commands, and data connectors for RAG pipelines.

  • Platform engineering team wanting custom runbooks
    Pick: Ongrid

    Ongrid allows you to write custom runbooks for automated remediation, ideal for internal developer platforms.

  • SRE team needing mobile-friendly incident response
    Pick: Ongrid

    Works from Telegram/WeCom, so on-call engineers can respond from their phone without opening a laptop.

  • Team building a LLM-powered search tool
    Pick: Spider Cloud

    Spider Cloud's search endpoint and fast crawler (Rust engine) provide cost-effective, large-scale web data for indexing.

Frequently Asked Questions

Ongrid vs Spider Cloud: which should you choose?

Ongrid and Spider Cloud serve completely different purposes: Ongrid is an ops AI agent for troubleshooting infrastructure from chat, while Spider Cloud is a web scraping API for AI agents. Choose Ongrid if you need self-hosted incident response with query generation and remediation; choose Spider Cloud if you need cost-effective, reliable web data for RAG or LLMs.

Which tool is easier to get started with?

Spider Cloud is easier: sign up, get an API key, and start scraping. Ongrid requires self-hosting Docker Compose with multiple services and integrating your observability stack.

Can I use Ongrid without an existing Prometheus/Grafana setup?

No. Ongrid is designed to query Prometheus, Loki, Tempo, etc. Without these, it loses its core value.

Does Spider Cloud handle anti-bot protection?

Yes. It has a Browser Cloud with stealth anti-detection, an unblocker with rotating proxies, and an AI model for captcha solving.

Which tool supports teams in China?

Ongrid integrates with DingTalk and WeCom, which are popular in China. Spider Cloud does not list those integrations.

Can I self-host Spider Cloud?

Yes. Spider Cloud has an open-source core on GitHub, but the advanced features (AI Studio, unblocker) likely require the cloud version.

Do both tools support custom LLMs?

Ongrid supports bring-your-own LLM (Anthropic, OpenAI, Gemini, DeepSeek, etc.). Spider Cloud uses proprietary AI (Silk model) for extraction but does not let you bring your own LLM.

Which tool is better for on-call response?

Ongrid, because it lets you troubleshoot and fix infrastructure directly from chat, reducing MTTR.

Which tool is more cost-effective at high volume?

Spider Cloud's pay-per-page model ($0.03 per 1k pages) is extremely cheap at scale. Ongrid's cost depends on your self-hosting and LLM usage.

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Explore each tool further

Ongrid
View Ongrid reviewOngrid alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI AIOps & Incident Response toolsBest AI Web Scraping & Search APIs toolsBest AI Browser & Computer-Use Agents tools
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Last reviewed: July 3, 2026