RoxyBrowser VS Polygres
Compare RoxyBrowser VS Polygres, what is the difference between RoxyBrowser and Polygres?
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Summarize
RoxyBrowser summarize
RoxyBrowser Landing Page
Polygres summarize
Polygres turns Postgres into working memory for AI agents. Retrieve structured rows, connected relationships, semantic matches, and full-text results through one hybrid API. All without a separate vector store, graph database, or sync pipeline. Build grounded agents over the data you already have, with relational, graph, and vector context joined at the source. Use the managed cloud or self-host with our open source components. Polygres is currently free to use, just sign up!
Polygres Landing Page
Compare Details
RoxyBrowser details
| Categories | AI Developer Tools, AI API, AI App Builder, AI Browsers, AI Code Assistant, AI Github, AI Web Scraping, AI Website Builder |
| RoxyBrowser Website | https://roxybrowser.com?utm_source=toolify |
| Added Time | February 09 2026 |
| RoxyBrowser Pricing | -- |
Polygres details
| Categories | AI Developer Tools, AI Agent, AI Knowledge Graph, AI API, AI Search Engine |
| Polygres Website | https://polygres.com?utm_source=toolify |
| Added Time | August 26 2026 |
| Polygres Pricing | -- |
Comparison of usage
How to use RoxyBrowser?
Setup Environment: Download and install RoxyBrowser from .（https://roxybrowser.com/) Configure AI Identity: Create a new browser profile and bind a high-quality ROLA-IP to ensure a stable residential identity. Enable MCP Server: Activate the built-in MCP (Model Context Protocol) toggle to allow your AI Agent (e.g., OpenClaw) to connect. Deploy & Automate: Input your Agent's logic and start executing autonomous tasks on any website without bot detection. Detailed Tutorial: https://faq.roxybrowser.com/zh/api-documentation/api-reference.html
How to use Polygres?
Create a Polygres managed instance or install the open-source components on an existing PostgreSQL database. Connect your schema and use the SDK or retrieval API to submit a natural-language query with options such as graph traversal depth, filters, and token limits. Polygres combines relational, graph, vector, and text results into one ranked, token-ready context block that can be passed directly to an AI agent.
Compare Pros between RoxyBrowser and Polygres
Core features of RoxyBrowser
- MCP Native Integration
- Behavioral Stealth
- Integrated ROLA-IP Ecosystem
- Roxy AI Agent
- Production-Ready
Core features of Polygres
- Unified relational, graph, vector, and full-text retrieval
- Native graph traversal over existing PostgreSQL foreign keys
- Fused hybrid search with dense HNSW, sparse, filtered, and semantic retrieval
- Token-ready context assembly for grounded AI agents
- Shortest-path, neighborhood, relationship, and multi-hop graph queries
- Managed cloud hosting and open-source self-hosting
- PostgreSQL-native data retrieval without a separate vector store or sync pipeline
Compare Use Cases
Use cases for RoxyBrowser
- AI Agent Web Execution Build and deploy autonomous AI Agents using MCP Protocol and OpenClaw. Run agents that can browse, login, and interact with complex web apps (SaaS, Dashboards) without being blocked by anti-bot shields.
- Automated Social Media Farming Scale TikTok, Instagram, and Twitter account matrices using AI. RoxyBrowser combined with ROLA-IP ensures each account has a unique, high-trust residential identity, perfect for AI-driven content posting and engagement.
- High-Security Data Scraping Scrape dynamic content from platforms with aggressive bot detection (Amazon, Google, LinkedIn). RoxyBrowser's AI-Pattern Smoothing makes your crawlers appear as genuine human users.
- Cross-Border E-Commerce Management Securely manage multiple Amazon, eBay, or Etsy stores. Use AI to automate customer service and order tracking in a stabilized, leak-proof browser environment.
Use cases for Polygres
- Build grounded AI agents that retrieve customer records, orders, tickets, and related history
- Investigate failed transactions by combining semantic search with order, payment, and dispute relationships
- Create user-memory systems that retrieve relevant past interactions and connected data
- Query Wikipedia-scale datasets using hybrid indexes and graph relationships
- Provide support agents with ranked, database-backed context
- Develop recommendation and discovery systems using existing PostgreSQL data
Different Plan between RoxyBrowser and Polygres
RoxyBrowser
Polygres
$0 / forever
Open-source pgGraph and pgVector, runnable on any PostgreSQL instance, with community support.
$16 / month
Managed cloud database hosting with email and community Discord support. Currently free for now.
$256 / month minimum usage
Automated vertical and horizontal scaling, email and community Discord support, private Discord or Slack channel, and support hours from 8:00 AM to 5:00 PM.
$4,096 / month minimum usage
Coming soon. Includes dedicated database infrastructure, custom compliance, high availability, 24/7 support, and dedicated support and uptime SLAs.
RoxyBrowser's traffic
RoxyBrowser is the one with 55.9K monthly visits and 00:00:16 Avg.visit duration. RoxyBrowser has a Page per visit of 1.89 and a bounce rate of 38.49%.
Visit Over Time
| Monthly Visits | 55.9K |
| Avg·visit Duration | 00:00:16 |
| Page per Visit | 1.89 |
| Bounce Rate | 38.49% |
Polygres's traffic
Polygres is the one with 11.6K monthly visits and 00:00:12 Avg.visit duration. Polygres has a Page per visit of 1.40 and a bounce rate of 92.09%.
Visit Over Time
| Monthly Visits | 11.6K |
| Avg·visit Duration | 00:00:12 |
| Page per Visit | 1.40 |
| Bounce Rate | 92.09% |
Geography
The top 5 countries/regions for RoxyBrowser are:United States 19.04%, Nigeria 7.15%, Singapore 5.06%, China 4.55%, Indonesia 4.13%
Top 5 Countries/regions
 | 19.04% |
 | 7.15% |
 | 5.06% |
 | 4.55% |
 | 4.13% |
Geography
The top 1 countries/regions for Polygres are:United States 100.00%
Top 1 Countries/regions
| 100.00% |
Traffic Sources
The 6 main sources of traffic to RoxyBrowser are:Direct 39.27%, vs_sourcesSearchOrganic 33.23%, Referrals 11.92%, vs_sourcesDisplayAds 11.76%, vs_sourcesSocialOrganic 2.69%, vs_sourcesSearchPaid 0.49%, vs_sourcesGenAi 0.45%, Mail 0.19%, vs_sourcesAffiliate 0.00%, vs_sourcesSocialPaid 0.00%
Direct | 39.27% |
vs_sourcesSearchOrganic | 33.23% |
Referrals | 11.92% |
vs_sourcesDisplayAds | 11.76% |
vs_sourcesSocialOrganic | 2.69% |
vs_sourcesSearchPaid | 0.49% |
vs_sourcesGenAi | 0.45% |
Mail | 0.19% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to Polygres are:Direct 57.14%, vs_sourcesSocialOrganic 21.37%, vs_sourcesSearchOrganic 13.47%, Referrals 5.27%, Mail 2.75%, vs_sourcesGenAi 0.00%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
Direct | 57.14% |
vs_sourcesSocialOrganic | 21.37% |
vs_sourcesSearchOrganic | 13.47% |
Referrals | 5.27% |
Mail | 2.75% |
vs_sourcesGenAi | 0.00% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Which is better: RoxyBrowser or Polygres?
RoxyBrowser might be a bit more popular than Polygres.As you can see, RoxyBrowser has 55.9K monthly visits, while Polygres has 11.6K monthly visits. So more people choose RoxyBrowser. So the odds are that people will recommend RoxyBrowser more on social platforms.
RoxyBrowser has an Avg.visit duration of 00:00:16, while Polygres has an Avg.visit duration of 00:00:12. Also, RoxyBrowser has a page per visit of 1.89 and a Bounce Rate of 38.49%. Polygres has a page per visit of 1.40 and a Bounce Rate of 92.09%.
The main users of RoxyBrowser are United States, Nigeria, Singapore, China, Indonesia, with the following distribution: 19.04%, 7.15%, 5.06%, 4.55%, 4.13%.
The main users of Polygres are United States, with the following distribution: 100.00%.
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