novita.ai vs Spider Cloud

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

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

Dimensionnovita.aiSpider Cloud
Primary FocusUnified AI inference & GPU infrastructure for buildersWeb crawling and scraping for AI agents/RAG
Key Feature200+ models, Agent Sandbox, dedicated GPU instancesRust engine, stealth anti-detection, Browser AI commands
IntegrationsHarbor, Goose, CrewAI, LlamaIndex, DocsGPTLangChain, LlamaIndex, CrewAI, S3, GCS, Supabase
Data OutputModel-dependent (text, images, audio, etc.)Markdown, HTML, JSON, CSV, XML, plain text, screenshots
Latest News Impact14 models deprecating July 1, 2026; Harbor integrations (May/Jun 2026)Browser AI commands & scraper catalog (Mar 2026)
Try novita.aiTry Spider Cloud
novita.ai
novita.ai

Novita AI is the AI-native cloud for developers — 200+ open-weight models via one API, an Agent Sandbox, and per-second H200/H100 GPUs.

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Spider Cloud
Spider Cloud

Spider Cloud is a web scraping and crawling API that turns live pages into markdown or JSON for agents and RAG pipelines.

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Pricing
Freemium
Freemium
Plans
$0
Pay-as-you-go per token
Per-second billing
Per-second billing
Contact sales
Custom
$1/GB + $0.0001/CPU-min
From $6/mo
From $40/mo
Custom
Popularity
18 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APIWebCLI
WebAPIPluginCLIDesktop
Categories
🖥️ GPU Cloud & Model Inference🧠 Agent Memory & Runtimes🚦 LLM Gateways & Model Routers
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Single API for 200+ LLMs plus image, audio, video and vision models
Serverless model endpoints billed per million tokens, not per hour
OpenAI-compatible API for straightforward migration of existing code
Dedicated endpoints with isolated resources and no noisy neighbors
Agent Sandbox: isolated runtimes for agent code execution and tool calls
Agent Sandbox startup around 200ms with strict per-second billing
On-demand NVIDIA H200 GPU instances with 141 GB HBM3e per GPU
On-demand NVIDIA H100 GPU instances with 80 GB HBM3 per GPU
Serverless GPU jobs that allocate automatically and scale to zero when idle
Bare-metal GPU clusters with NVLink 4th Gen at 900 GB/s and 400 Gb/s RDMA
Cache-read discounts on supported models, as low as $0.006/Mt on DeepSeek V4.1 Flash
Batch inference at an introductory 50% discount on input and output tokens
Vision models including DeepSeek V4 Flash Vision and GLM 4.6V
Audio and video generation models, including Kimi and Kling-style video models
AI Search model category for retrieval-augmented workloads
Scrape a single page into markdown, JSON, HTML, raw text, or plain text
Crawl entire sites with each page streamed as one JSONL line in order the moment it finishes
Web search endpoint returns SERP results plus the scraped pages behind them in one call
Custom browser renders like a user: scripts run, lazy images load, infinite scroll completes
Unblocker loads protected pages through a real browser engine with geo checks and a 200
Browser Cloud runs full sessions with anti-detection and rotating exits
Send AI commands (Act, Extract, Observe) over the Browser API WebSocket
Send a prompt on a scrape or crawl request and get the named fields back as JSON
Two-phase AI extraction: a fast model for most pages, a stronger model for complex layouts
Provider router sends scrape and crawl requests to outside providers on your own keys
Data connectors pipe crawl results into S3, GCS, Google Sheets, Azure Blob, or Supabase
Proxy network with 215M+ residential and ISP exits in 199 countries, rotated per request
Requests stream back as they land, in order, without waiting for the last URL
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
1,000+ ready-made scraper examples across 32 categories, each with working code
Integrations
Opper AI
TiDB
Langfuse
CrewAI
OpenCode
Goose
Poe
Hugging Face
SGLang
LlamaIndex
DocsGPT
Mintlify
LangChain
FlowiseAI
Langflow
Dify
Agno
MCP
Claude Code
Codex
Cursor
Claude Desktop
Amazon S3
Google Cloud Storage
Google Sheets

What real users say: novita.ai 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.

novita.ai

4 mentions across 1 sources · 50% positive — mixed (averaged across 1 source)

Hacker News

What users praise

  • • Over 200 models available via serverless API.
  • • New models appear earlier than competitors like Nebius.
  • • Faster inference compared to some alternatives (DeepSeek v3.2).
  • • Agent sandbox provides secure, isolated code execution.

What frustrates them

  • • Reported Cloudflare timeouts undermine uptime claims.
  • • Sparse community validation; only 4 Hacker News posts.
  • • Paid-only pricing lacks a free tier for testing.
  • • No public uptime history or independent benchmarks.

Researched Jul 3, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “Spider Cloud”, 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 for market research
    Pick: Spider Cloud

    Spider Cloud's low-cost scraping ($0.03/1k pages) and structured output directly feed RAG pipelines, with a free tier to start.

  • Developer integrating multiple LLMs into a single application
    Pick: novita.ai

    novita.ai offers 200+ models via one API, including latest LLMs like Deepseek V4 Pro, perfect for model diversity.

  • AI agent developer needing secure code execution sandbox
    Pick: novita.ai

    novita.ai's Agent Sandbox provides isolated runtimes for agents to execute code and use tools, with Harbor evaluation support.

  • Team building a RAG pipeline with web data and cloud storage integration
    Pick: Spider Cloud

    Spider Cloud's data connectors directly pipe crawl results to S3, GCS, or Supabase, streamlining the pipeline.

  • Machine learning researcher needing GPU instances for fine-tuning
    Pick: novita.ai

    novita.ai offers dedicated H200/H100 instances with per-second billing, ideal for training and large-scale inference.

Frequently Asked Questions

Which tool is better for web scraping for AI agents?

Spider Cloud is purpose-built for scraping with a Rust engine, stealth anti-detection, and structured output, making it ideal for AI agents needing web data.

Can novita.ai be used for web scraping?

novita.ai does not have a dedicated web scraping API; it focuses on model inference and agent infrastructure. For scraping, Spider Cloud is appropriate.

How do pricing models compare?

Spider Cloud charges per page ($0.03/1k) with no charge for failures. novita.ai uses token-based billing ($0.02/M tokens for LLMs) with cache and batch discounts.

Do both integrate with LangChain and LlamaIndex?

Both integrate with LangChain and LlamaIndex. Spider Cloud also integrates with CrewAI and AutoGen; novita.ai integrates with Goose, Harbor, and DocsGPT.

Which tool offers more AI models?

novita.ai offers 200+ models including LLMs, image, audio, and video models. Spider Cloud does not provide general AI models; it offers a silk AI model for extraction and captcha solving.

Is there a free tier?

Spider Cloud has a free tier. novita.ai is paid, but offers a free trial with initial credits.

Can I run my own models on these platforms?

novita.ai allows dedicated GPU instances for custom models or training. Spider Cloud is a scraping API and does not support running custom models.

What are the latest updates affecting these tools?

Spider Cloud recently added Browser AI commands and a scraper catalog (March 2026). novita.ai announced deprecation of 14 models effective July 1, 2026, and integrated Harbor evaluations (May 2026).

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Explore each tool further

novita.ai
View novita.ai reviewnovita.ai alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI GPU Cloud & Model Inference toolsBest AI Web Scraping & Search APIs toolsBest AI Agent Memory & Runtimes toolsBest AI Browser & Computer-Use Agents tools
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Last reviewed: July 3, 2026