Thunder Compute (YC S24) vs Spider Cloud

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

Analysis generated Live tool data as of 2026-10-30
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Thunder Compute (YC S24) or Spider Cloud: which should you choose?

DimensionThunder Compute (YC S24)Spider Cloud
Core Use CaseOn-demand GPU compute for training/inferenceWeb scraping and crawling for AI agents and RAG pipelines
Key DifferentiatorGPU-over-TCP virtualization, per-minute billing, low costRust engine, AI-powered extraction, 99.9% success rate
IntegrationsVSCode, Cursor, Windsurf, Jupyter, Docker, Unsloth, W&BLangChain, LlamaIndex, CrewAI, Flowise, AutoGen, etc.
Latest NewsGPU virtualization (GPU-over-TCP) improves fleet utilizationBrowser AI commands (Act, Extract, Observe) via WebSocket; scraper catalog 1,000+
Target UserData scientists, AI/ML startups, researchers with bursty GPU needsAI agents, RAG pipeline developers, LLM-powered tool builders

Spider Cloud and Thunder Compute solve completely different problems. Choose Spider Cloud if you need real-time web data for AI agents or RAG pipelines — its Rust engine, AI extraction, and browser commands are purpose-built. Choose Thunder Compute if you need cheap, on-demand GPUs for training or inference — its per-minute billing and GPU virtualization undercut traditional clouds. They are complementary, not competing.

Try Thunder Compute (YC S24)Try Spider Cloud
Thunder Compute (YC S24)
Thunder Compute (YC S24)

Rent GPU instances and per-second GPU sandboxes for AI training, RL rollouts, and agent workloads from $0.35/hr.

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Spider Cloud
Spider Cloud

Spider Cloud is a scraping, crawling, and web search API that returns clean markdown or JSON for AI agents and RAG pipelines.

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Pricing
Paid
Paid
Plans
RTX A6000 instance (1x)$0.35/GPU-hr
L40 instance (1x)$0.79/GPU-hr
A100 80GB instance (1x)$1.09/GPU-hr
H100 SXM instance (1x)$3.20/GPU-hr
Sandbox — A100 80GB$1.95/GPU-hr
Sandbox — H100 SXM$2.95/GPU-hr
Add-ons$0.05/GB/mo
Reserved / volumeCustom
Pay as you go$1/GB
AI Studio AlphaFrom $6/mo
UnlimitedFrom $40/mo
EnterpriseCustom
Popularity
13 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebCLIPluginAPI
WebAPIPlugin
Categories
🖥️ GPU Cloud & Model Inference
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Per-minute billing on GPU instances, per-second billing on sandboxes
RTX A6000 $0.35, L40 $0.79, A100 80GB $1.09, H100 SXM $3.20 per GPU-hr
GPU sandboxes for RL rollouts, evals and CI, spawned via thunder.Sandbox.create in Python
Sandboxes scale to zero and bill per second for GPU, vCPU, memory and storage
1x, 2x, 4x and 8x multi-GPU instance configurations
Instances and sandboxes are never preempted — run until stopped or TTL expiry
Snapshot an instance disk at $0.05/GB/mo and restore it later
Zero data egress fees on instances and sandboxes
CLI workflow: tnr create, tnr connect, tnr snapshot, tnr status
VS Code extension for launching and iterating on GPU instances in-editor
MCP server with a get_availability tool exposing live GPU stock to coding agents
REST API, Python SDK and instance templates for programmatic provisioning
Full Ubuntu GPU instances with CUDA, ready to SSH into in minutes
GPU-over-TCP virtualization layer underlying instances and sandboxes
CPU-only sandboxes billed on vCPU, memory and storage only
Scrape a page into markdown, JSON, HTML, raw, or plain text
Crawl whole sites with each page streamed as one JSONL line in order
Web search endpoint returns SERP results plus the scraped pages behind them
Browser rendering runs scripts, loads lazy images, and reaches infinite scroll
Load protected pages through Spider's native browser engine with geo checks, returning 200
Full browser sessions over WebSocket at browser.spider.cloud
Provider router runs scrape and crawl requests on outside providers with your own keys
Prompt-based extraction returns named fields as JSON on scrape or crawl
Two-phase AI extraction: fast model for most pages, stronger for complex layouts
Data connectors stream crawl output to S3, GCS, Google Sheets, Azure Blob, or Supabase
Residential and ISP proxy pool with 215M+ exits in 199 countries
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
CLI that picks HTTP or a browser per page and stops at your budget
1,000+ scraper examples with working code
API responses in JSON, JSONL, CSV, and XML
Integrations
VS Code
MCP Server
Docker
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Claude Code
Codex
Cursor
Claude Desktop
Amazon S3
Google Cloud Storage
Google Sheets
Azure Blob Storage

What do real users say about Thunder Compute (YC S24) 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.

Thunder Compute (YC S24)

Discussed by users across 1 sources · 55% positive — mixed (weighted across 1 source)

Hacker News

What users praise

  • • Genuinely aggressive GPU pricing — RTX A6000 at $0.35/hr, A100 80GB at $1.09/hr
  • • Per-second billing on sandboxes with scale-to-zero suits RL rollouts and CI evals
  • • Neither instances nor sandboxes are ever preempted, unlike spot-priced competitors
  • • Zero egress fees removes a classic cloud surprise on data-heavy ML workloads

What frustrates them

  • • No regional spread — a single footprint constrains latency and data-residency needs
  • • Self-serve tops out at 8 GPUs; larger runs require a manual conversation
  • • Sandbox access is request-gated rather than self-serve by credit card
  • • Zero independent reviews means uptime and support claims are unverified publicly

Researched Oct 21, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Oct 31, 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 Thunder Compute (YC S24), and who should pick Spider Cloud?

  • Solo founder building an AI agent
    Pick: Spider Cloud

    Spider Cloud provides the web data extraction needed for RAG and context gathering, with easy integration to LangChain/LlamaIndex.

  • Data scientist fine-tuning LLMs
    Pick: Thunder Compute (YC S24)

    Thunder Compute offers affordable GPUs (A100, H100) per minute, ideal for bursty training workloads without long commitments.

  • Developer needing real-time browser automation
    Pick: Spider Cloud

    Spider Cloud's new Browser AI commands (Act, Extract, Observe) via WebSocket enable dynamic interaction with web pages.

  • Startup with variable GPU demand
    Pick: Thunder Compute (YC S24)

    Per-minute billing and no egress fees allow scaling down to zero when jobs finish, reducing costs significantly.

  • Team building a RAG pipeline with web sources
    Pick: Spider Cloud

    Spider Cloud's data connectors (S3, GCS, Supabase) and structured output streamline ingestion into vector databases.

Frequently Asked Questions

Thunder Compute (YC S24) vs Spider Cloud: which should you choose?

Spider Cloud and Thunder Compute solve completely different problems. Choose Spider Cloud if you need real-time web data for AI agents or RAG pipelines — its Rust engine, AI extraction, and browser commands are purpose-built. Choose Thunder Compute if you need cheap, on-demand GPUs for training or inference — its per-minute billing and GPU virtualization undercut traditional clouds. They are complementary, not competing.

Can I use Spider Cloud to train AI models?

No, Spider Cloud is for web scraping and data extraction, not GPU compute. For training, use Thunder Compute.

Does Thunder Compute offer web scraping features?

No, Thunder Compute provides GPU instances. For web scraping, use Spider Cloud.

Which tool is cheaper?

They are incomparable: Spider Cloud charges per page scraped (~$0.003/page), Thunder Compute per minute of GPU usage. Cost depends entirely on your workload.

Can I integrate both tools together?

Yes, you could use Spider Cloud to collect data and Thunder Compute to train models on that data, but they are not natively integrated.

What is the latest feature of Spider Cloud?

Browser AI commands (Act, Extract, Observe) via WebSocket, allowing AI-driven browser automation.

What is the latest innovation of Thunder Compute?

GPU-over-TCP virtualization, which improves fleet utilization and reduces costs by detaching idle GPUs and reconnecting in milliseconds.

Does Spider Cloud have a free tier?

Yes, Spider Cloud offers a freemium plan with limited usage. Check their website for current limits.

Does Thunder Compute have a free trial?

Thunder Compute is paid with per-minute billing; no free tier is mentioned. They may offer credits, but not guaranteed.

What else are Thunder Compute (YC S24) and Spider Cloud compared with?

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Where can you read more about Thunder Compute (YC S24) and Spider Cloud?

Thunder Compute (YC S24)
View Thunder Compute (YC S24) reviewThunder Compute (YC S24) 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 Browser & Computer-Use Agents tools
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Analysis generated by our model pipeline from live data: