FlowLens VS Polygres
Compare FlowLens VS Polygres, what is the difference between FlowLens and Polygres?
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Summarize
FlowLens summarize
FlowLens makes sharing web-app bugs with your coding agents ridiculously easy. No more praying your agent can reproduce an issue, or dumping console logs and screenshots into chat. Just click once in the Chrome extension and FlowLens captures everything automatically. Your coding agent gets rich, ready-to-use context through the open-source MCP server. All while keeping token usage super efficient.
FlowLens 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
FlowLens details
| Categories | AI Developer Tools, AI Agent, AI Code Assistant, AI Copilot, AI Productivity Tools |
| FlowLens Website | https://magentic.ai/flowlens?utm_source=toolify |
| Added Time | December 05 2025 |
| FlowLens 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 FlowLens?
To use FlowLens, first install the Chrome extension and optionally the MCP server for AI-powered debugging. When a bug occurs, click 'record' in the extension and reproduce the issue. FlowLens automatically captures video, console logs, network requests, and user actions. This complete context is then packaged into a single shareable link that both developers and AI agents can understand, enabling AI agents to debug autonomously without manual copy-pasting or back-and-forth.
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 FlowLens and Polygres
Core features of FlowLens
- Automated capture of complete browser context (video, logs, network, user actions, storage, navigation, system info)
- AI-ready context for autonomous debugging via MCP integration
- One-click bug recording and sharing
- Privacy-first with local PII redaction and encryption
- Efficient token usage for AI agents
- Compatibility with MCP-compatible AI agents (e.g., Claude Code, Cursor, GitHub Copilot)
- Team collaboration with shared flows and projects
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 FlowLens
- Developers debugging web application issues faster with AI assistance.
- Software teams collaborating on bug fixes by sharing comprehensive bug context.
- QA engineers reporting detailed bugs to development teams.
- AI coding agents autonomously analyzing and fixing bugs.
- Retroactively capturing unexpected bugs with instant replay flows.
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 FlowLens and Polygres
FlowLens
$0 forever
Perfect for individuals and small projects. Includes unlimited local flows, 30 shareable flows/month, instant replay flows, debug with AI MCP, 3 projects, 3 users, 5 minutes recording time, and community support.
$11 per user/month
For growing teams that ship fast. Includes everything in Free, plus unlimited shareable flows, Jira & GitHub integrations, Slack integration, 10 projects, 30 users, 10 minutes recording time, and priority support.
Custom
For organizations with advanced needs. Includes everything in Teams, plus unlimited users, custom integrations, BYOC (Bring Your Own Cloud), SSO/SAML authentication, custom data retention, advanced security controls, and dedicated support & SLA.
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.
FlowLens's traffic
FlowLens is the one with 1.3K monthly visits and 00:01:05 Avg.visit duration. FlowLens has a Page per visit of 1.32 and a bounce rate of 43.09%.
Visit Over Time
| Monthly Visits | 1.3K |
| Avg·visit Duration | 00:01:05 |
| Page per Visit | 1.32 |
| Bounce Rate | 43.09% |
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 3 countries/regions for FlowLens are:India 76.39%, United Kingdom 17.51%, United States 6.10%
Top 3 Countries/regions
 | 76.39% |
 | 17.51% |
 | 6.10% |
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 FlowLens are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
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: FlowLens or Polygres?
Polygres might be a bit more popular than FlowLens.As you can see, FlowLens has 1.3K monthly visits, while Polygres has 11.6K monthly visits. So more people choose Polygres. So the odds are that people will recommend Polygres more on social platforms.
FlowLens has an Avg.visit duration of 00:01:05, while Polygres has an Avg.visit duration of 00:00:12. Also, FlowLens has a page per visit of 1.32 and a Bounce Rate of 43.09%. Polygres has a page per visit of 1.40 and a Bounce Rate of 92.09%.
The main users of FlowLens are India, United Kingdom, United States, with the following distribution: 76.39%, 17.51%, 6.10%.
The main users of Polygres are United States, with the following distribution: 100.00%.
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