Agenta VS Polygres
Compare Agenta VS Polygres, what is the difference between Agenta and Polygres?
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Summarize
Agenta summarize
Agenta is an open-source LLMOps platform for building reliable AI apps. Manage prompts, run evaluations, and debug traces. We help developers and domain experts collaborate to ship LLM applications faster and with confidence.
Agenta 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
Agenta details
| Categories | AI Developer Tools, Prompt Engineering, Large Language Models (LLMs), AI Agent, AI Monitor |
| Agenta Website | https://www.agenta.ai?utm_source=toolify |
| Added Time | December 02 2025 |
| Agenta 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 Agenta?
Users can utilize Agenta to centralize their prompts, run experiments in a unified playground, compare different prompts and models side-by-side, and track changes with complete version history. The platform supports automated and human evaluations to validate changes and provides tools for tracing every request, debugging failure points, and monitoring production performance. It also enables collaboration by allowing product managers and domain experts to edit prompts and run evaluations directly from the UI.
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 Agenta and Polygres
Core features of Agenta
- Prompt Management (Engineering, Versioning, Unified Playground)
- LLM Evaluation (Automated, Human, Full Trace, Integrations)
- Observability (Tracing, Debugging, Monitoring, Feedback Loop)
- Collaboration Tools (UI for experts, Evals for PMs, API/UI parity)
- Open-source and Model Agnostic
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 Agenta
- Building and iterating on reliable LLM applications collaboratively.
- Systematically evaluating LLM performance and validating changes with evidence.
- Debugging complex AI systems by tracing requests and pinpointing errors.
- Centralizing prompt management and version control across teams.
- Empowering non-technical domain experts to contribute to prompt engineering and evaluation.
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 Agenta and Polygres
Agenta
Free /month
2 users and 5k traces per month included. Unlimited prompts, 2 seats included, 20 evaluations / month included, 5k traces / month included, 30 days retention period, Community support via Github.
$49 /month
3 users and 10k traces per month included, pay as you go thereafter. Up to 10 seats, Unlimited evaluations, 10k traces / month included then $5 for every 10k, In-app support, 90 days retention period.
$399 /month
Unlimited seats and 1M traces included per month. Everything from Pro, Role-based Access Control, SOC2 reports, Private Slack Channel, 365 days retention period, SSO and MFA (soon), Business SLA.
Custom
Personalised service and enterprise security for large teams. Everything from Business, Volume pricing, Audit logs, Custom retention periods, Bring Your Own Cloud, Dedicated Support, Self-hosted deployment options, Security reviews, Custom SLA, Custom terms & DPA.
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.
Agenta's traffic
Agenta is the one with 29.1K monthly visits and 00:00:31 Avg.visit duration. Agenta has a Page per visit of 2.04 and a bounce rate of 40.22%.
Visit Over Time
| Monthly Visits | 29.1K |
| Avg·visit Duration | 00:00:31 |
| Page per Visit | 2.04 |
| Bounce Rate | 40.22% |
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 Agenta are:United States 23.78%, India 18.79%, Vietnam 8.70%, Brazil 7.88%, United Kingdom 7.00%
Top 5 Countries/regions
 | 23.78% |
 | 18.79% |
 | 8.70% |
 | 7.88% |
 | 7.00% |
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 Agenta are:vs_sourcesSearchOrganic 40.21%, Direct 29.09%, vs_sourcesGenAi 10.97%, vs_sourcesSocialOrganic 10.08%, Referrals 7.18%, Mail 2.47%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 40.21% |
Direct | 29.09% |
vs_sourcesGenAi | 10.97% |
vs_sourcesSocialOrganic | 10.08% |
Referrals | 7.18% |
Mail | 2.47% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 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: Agenta or Polygres?
Agenta might be a bit more popular than Polygres.As you can see, Agenta has 29.1K monthly visits, while Polygres has 11.6K monthly visits. So more people choose Agenta. So the odds are that people will recommend Agenta more on social platforms.
Agenta has an Avg.visit duration of 00:00:31, while Polygres has an Avg.visit duration of 00:00:12. Also, Agenta has a page per visit of 2.04 and a Bounce Rate of 40.22%. Polygres has a page per visit of 1.40 and a Bounce Rate of 92.09%.
The main users of Agenta are United States, India, Vietnam, Brazil, United Kingdom, with the following distribution: 23.78%, 18.79%, 8.70%, 7.88%, 7.00%.
The main users of Polygres are United States, with the following distribution: 100.00%.
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