
Battle-test AI coding models side by side
Battle-test AI coding models side by side
GPU Finder records 158 monthly visits with +187.3% month-over-month growth and Free pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.
Compare public cloud GPU instance specs and prices in one table
| Dimension / Metric | ||
|---|---|---|
| Official Domain | gpufinder.xyz | gumloop.com |
| Pricing Model | Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 158 (158) | 379.56K (379,557) |
| MoM Traffic Delta | +103 (+187.3%) | -101.37K (-21.1%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (36.1%) |
| Direct Visits / mo | 61 | 125.58K |
| User Rating | 3.6 | 4.4 |
| Supported Platforms | Website | Website |
Compare public cloud GPU instance specs and prices in one table
Instance SKUs from public clouds are collected into one sortable table, so you can compare families without opening each provider's site.
Every listing shows vCPU count, memory, the GPU model and its VRAM capacity, plus the region it runs in.
Prices are displayed in RMB alongside a USD equivalent, with the conversion based on a published reference exchange rate.
Rows flag whether a given SKU is currently available or sold out, helping you avoid chasing capacity that is not on offer.
Build, share, and control AI agents that actually do the work
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.

Battle-test AI coding models side by side
Battle-test AI coding models side by side
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.

Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus.

SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.

SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.
Free / Open-sourceOffers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform.

SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
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