Unified observability, security and incident response for cloud-scale engineering teams
#1Cencurity records 0 monthly visits with 0% month-over-month growth and Free pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

Security gateway for LLM agents: block leaks, redact secrets, log every call
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | cencurity.com | dify.ai |
| Pricing Model | Free | Freemium |
| Monthly Visits | 0 (0) | 819.69K (819,691) |
| MoM Traffic Delta |
| 0 (0%) |
| -144.26K (-15%) |
| Primary Market & Share | 🌐 Global (—) | 🇨🇳 China (46.7%) |
|---|
| Direct Visits / mo | 0 | 470.6K |
|---|
| User Rating | 4.2 | 4.8 |
|---|
| Supported Platforms | Website | Website |
|---|

Security gateway for LLM agents: block leaks, redact secrets, log every call
Automatically detects and blocks secrets, PII and risky model output before it reaches users or upstream providers.
Routes LLM traffic through the gateway and redacts sensitive data inline, so agents keep working while secrets stay out of prompts.
One pane of glass for requests, responses, latency, policy hits, redactions and blocks across every agent call.
Search, filter and correlate requests, responses and policy decisions to pinpoint risk in seconds.

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
Unified observability, security and incident response for cloud-scale engineering teams
#1Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#2Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.


Track, evaluate, and ship AI models and agents in one connected environment.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.

Attack-led AI security testing and red teaming
Unified observability, security and incident response for cloud-scale engineering teams
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Track, evaluate, and ship AI models and agents in one connected environment.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Attack-led AI security testing and red teaming