# Notta vs Polygres

Notta records 2,585,354 monthly visits with +2% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Polygres records 4,018 monthly visits with -52.3% growth and Freemium pricing.

| Metric | [Notta](https://openaitools.app/tool/notta) | [Polygres](https://openaitools.app/tool/polygres) |
| :--- | :--- | :--- |
| Website URL | https://www.notta.ai/en | https://polygres.com |
| Categories | AI Transcriber, AI Speech-to-Text, Audio To Text AI, AI Summarizer | AI Developer Tools, AI Agent, AI Knowledge Graph, AI API |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 2,585,354 | 4,018 |
| MoM Growth Rate | +2% | -52.3% |
| Primary Market | Japan | Global |
| Direct Visits | 1,489,035 | 1,605 |
| Review Score | 4.4 | 4.1 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Notta

Notta is built around one goal: making sure nothing important said in a meeting gets lost. It can join online calls as a bot, record locally on your device without a bot, capture screen and camera, or simply accept uploaded audio, video and YouTube links. Speech is converted to text in real time or after the fact, with bilingual transcription and on-device options for privacy-sensitive situations.

On top of transcripts, Notta layers AI features that do the downstream work: summaries with action items, cross-meeting Q&A through Notta Brain, bilingual real-time translation, shareable infographics, generated presentations, document creation for PDF, Word and Excel, and follow-up email drafts. It also exposes an MCP server and CLI so AI agents can pull meeting context directly.

Integration and compliance are treated seriously — native connections with Zoom, Google Meet, Microsoft Teams, Webex, Slack, Notion, Salesforce and Google Drive, plus SOC 2 Type II, ISO 27001, GDPR and HIPAA alignment. A generous free tier and modest paid plans make it accessible for individual professionals before scaling to teams.

**Pricing & Plans:** Free plan with 120 transcription minutes per month and full transcription features. Paid Pro plans start around $8.17 per month when billed annually, with higher tiers and enterprise options; a contact-based plan is available for organizations.

- **Flexible recording and import:** Record online meetings with a bot, record bot-free on desktop or mobile, capture screen and camera, or upload audio, video and YouTube links.
- **58-language transcription:** Transcribe and translate in 58 languages, with real-time, bilingual and on-device transcription modes.
- **AI notes and summaries:** Generate summaries, action items and key decisions automatically, then ask questions across all your meetings.
- **Visual and document output:** Turn discussions into infographics, presentations, PDF, Word and Excel documents, and ready-to-send follow-up emails.
- **Integrations and compliance:** Connect Zoom, Meet, Teams, Webex, Slack, Notion and Salesforce, with SOC 2 Type II, ISO 27001, GDPR and HIPAA alignment.

**Strengths:** Reliable transcription with very broad language coverage; Strong privacy and compliance posture including on-device mode; Deliverables go beyond text into slides, infographics and documents; Wide list of native integrations with common business tools

**Limitations:** Free minutes are limited and can run out quickly with heavy meeting loads; AI summary quality depends on audio clarity and speaker separation; Advanced visual and document features are tied to paid tiers

[Profile (Markdown)](https://openaitools.app/tool/notta.md)

## Polygres

Polygres is a retrieval platform that treats PostgreSQL as the backbone for AI-native applications. Rather than forcing teams to migrate to a new vector-only database, it virtualises a GraphRAG-style retrieval layer on top of Postgres, so existing relational records, embeddings and text indexes stay where they are while agents gain the ability to search by meaning, follow relationships and match exact wording in one request.

The platform bundles four complementary retrieval modes: semantic vector search for meaning, graph traversal for multi-hop relationships and shortest-path style queries, full-text search for exact terms, and hybrid search that blends them. Developers reach these capabilities through a hosted playground, a CLI for managing projects and imports, and a typed Python SDK for production applications.

Behind the managed platform are two open-source engines, pgGraph for graph traversal inside Postgres and pgContext for AI search, which teams can inspect, benchmark and self-host. Polygres supports both a managed database hosted by the company and connecting an existing Postgres instance, and it markets itself around agent memory, grounded answers with sources, product semantic search and recommendation systems.

**Pricing & Plans:** Polygres follows a freemium model with a free tier for getting started and paid managed plans for production workloads. Exact tiers are published on the company's pricing page, so check there for current numbers before budgeting.

- **Unified retrieval API:** Query graph, vector, full-text and hybrid retrieval through one consistent interface instead of stitching multiple systems together.
- **Graph traversal on Postgres:** The open-source pgGraph engine follows relationships across your records, enabling multi-hop and shortest-path retrieval without moving data.
- **Vector and hybrid search:** Semantic search over embeddings combines with sparse and full-text matching so queries that mix meaning and exact terms still work.
- **Developer toolkit:** A dashboard playground, CLI for imports and configuration, and a typed Python SDK make it straightforward to prototype and then ship.
- **Managed or bring-your-own Postgres:** Start on a Polygres-hosted database or connect an existing Postgres instance and extend what you already run.

**Strengths:** Keeps your existing PostgreSQL instead of forcing a migration to a specialised vector store; Combines four retrieval modes in one platform, which reduces the number of moving parts in a RAG stack; Core engines pgGraph and pgContext are open source, so the internals are inspectable and self-hostable; Familiar Postgres tooling, SQL knowledge and connection patterns carry over for most teams

**Limitations:** Team and community are relatively early-stage, so long-term support and ecosystem maturity are still developing; Being a newer product, third-party tutorials and integrations are thinner than for established vector databases; Fully managed convenience depends on using the hosted offering rather than the open-source engines alone

[Profile (Markdown)](https://openaitools.app/tool/polygres.md)

## Frequently Asked Questions

### How do Notta and Polygres compare in monthly traffic?

Notta has 2,585,354 monthly visits, while Polygres has 4,018. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Notta has a month-over-month growth rate of +2%; Polygres has -52.3%.

### How does pricing compare?

Notta: Freemium, Paid, Contact for Pricing. Free plan with 120 transcription minutes per month and full transcription features. Paid Pro plans start around $8.17 per month when billed annually, with higher tiers and enterprise options; a contact-based plan is available for organizations. Polygres: Freemium. Polygres follows a freemium model with a free tier for getting started and paid managed plans for production workloads. Exact tiers are published on the company's pricing page, so check there for current numbers before budgeting.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [TurboScribe](https://openaitools.app/tool/turboscribe-ai) | 27,661,771 | +2.1% | Freemium | Unlimited AI transcription of audio and video in 98+ languages | [.md](https://openaitools.app/tool/turboscribe-ai.md) |
| 2 | [Otter AI](https://openaitools.app/tool/otter-ai) | 7,360,981 | +9.6% | Freemium | A pioneer in automated meeting notes with strong live transcription, but less robust multilingual slide export options. | [.md](https://openaitools.app/tool/otter-ai.md) |
| 3 | [Fathom](https://openaitools.app/tool/fathom-2-0) | 5,620,385 | +0.2% | Freemium, Free Trial | Provides free unlimited video call recording and summarization, but lacks Notta's dedicated audio file translation features. | [.md](https://openaitools.app/tool/fathom-2-0.md) |
| 4 | [Fireflies.ai](https://openaitools.app/tool/fireflies-ai) | 4,411,502 | +3% | Freemium | Offers powerful enterprise meeting search and analytics, but has a more complex pricing and setup structure. | [.md](https://openaitools.app/tool/fireflies-ai.md) |
| 5 | [Happy Scribe](https://openaitools.app/tool/happyscribe-com) | 4,088,330 | +8% | Freemium, Free Trial, Paid | AI transcription and meeting notes in 150+ languages | [.md](https://openaitools.app/tool/happyscribe-com.md) |
| 6 | [UniScribe](https://openaitools.app/tool/uniscribe) | 1,486,239 | +0.7% | Freemium | Turn audio and video into accurate, searchable text in minutes | [.md](https://openaitools.app/tool/uniscribe.md) |
| 7 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) |
| 8 | [You.com](https://openaitools.app/tool/you) | 948,349 | +7% | Freemium | Search and inference APIs that give AI models real-time web data | [.md](https://openaitools.app/tool/you.md) |
| 9 | [Algolia](https://openaitools.app/tool/algolia) | 689,970 | -11% | Freemium, Contact for Pricing | AI search and retrieval platform for modern apps and commerce | [.md](https://openaitools.app/tool/algolia.md) |
| 10 | [Transkriptor](https://openaitools.app/tool/transkriptor-com) | 628,671 | -3.6% | Free Trial, Paid | Focuses heavily on accurate audio-to-text conversion and translation across files, with straightforward note summaries. | [.md](https://openaitools.app/tool/transkriptor-com.md) |

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Source: https://openaitools.app/compare/notta-vs-polygres

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