# Sistava vs Dify

*AI Agent Builders*

Sistava vs Dify

Dify is an open-source LLM application development platform from LangGenius. You drag nodes onto a canvas, wire up prompts, retrieval, tools, and conditionals, then publish the result as a chatbot, an agent, or a REST endpoint. The platform supports five app types (chatbot, text generator, agent, chatflow, workflow) and ships with one of the most polished RAG pipelines in the open-source space.,Most teams pick Dify because they want to self-host. The Apache-style core runs on your own Kubernetes or Docker, integrates with hundreds of LLM providers (OpenAI, Anthropic, Google, Mistral, Llama, anything OpenAI-compatible), and gives engineers a workflow studio without locking them into a vendor. The Cloud tier exists for teams who want managed hosting without operating the stack themselves.

> **Bottom line:** Sistava hires you a finished AI Employee. You pick a role (sales, marketing, support, ops), the employee shows up with a persona, skills, tools, and a work schedule already wired. Dify hands you a blank canvas and expects you to design the agent, the prompts, the retrieval, and the orchestration yourself.

## Profile

- **Pricing:** Free Sandbox (200 one-time credits). Professional $59/mo. Team $159/mo. Enterprise from approx $150k/yr. Self-hosted free. LLM API costs billed separately.
- **Founded:** 2023, Sunnyvale CA
- **Funding:** Seed and Series A backed (LangGenius Inc., undisclosed total). Active R&D presence in Shanghai and Suzhou.
- **Focus:** Open-source LLMOps and agentic workflow platform. Visual builder for chatbots, RAG apps, autonomous agents, and multi-step chatflows.

## Why Sistava

- Sistava hires you a finished AI Employee. You pick a role (sales, marketing, support, ops), the employee shows up with a persona, skills, tools, and a work schedule already wired. Dify hands you a blank canvas and expects you to design the agent, the prompts, the retrieval, and the orchestration yourself.
- Sistava runs the agent. Schedules, heartbeats, sprint planning, task boards, mailbox, drive, memory, and human handoff are all built in. With Dify you ship a workflow endpoint, then you still need to build the UI, the scheduler, the inbox, the memory store, and the operator dashboard around it.
- Sistava has one transparent price that includes the LLM. Dify Cloud bills the platform AND the LLM tokens separately, so a $59/mo Professional plan is really $59 plus whatever OpenAI or Anthropic charges you that month. Budget surprises are common.
- Sistava is multi-tenant by default with per-user state, credits, and isolation. Dify expects you to build tenancy on top, or pay for Team and Enterprise tiers that add seats but not real customer-facing tenant logic.
- Honest concession: if you have engineers and you want maximum control over prompts, retrieval, and self-hosted deployment, Dify gives you knobs Sistava deliberately hides. Sistava is for founders who want a working employee, not a workflow editor.

## Feature Comparison

| Feature | Dify | Sistava |
|---|---|---|
|  | Yes (LangGenius Inc., source available) | ✗ |
|  | Yes, Docker and Kubernetes | ✗ |
|  | Yes, drag-and-drop canvas | ✗ |
|  | No, you design every agent | ✓ |
|  | Yes, mature pipeline with re-ranking | Built into employee memory and drive |
|  | No, BYO API key billed separately | Yes, single bundled price |
|  | No, you wire cron yourself | ✓ |
|  | No | ✓ |
|  | Possible via custom nodes | ✓ |
|  | Workspace seats, no true end-customer tenancy | ✓ |
|  | Hundreds, anything OpenAI-compatible | Top frontier models, curated |
|  | Sandbox with 200 one-time credits | Free plan with credits |
|  | $59 per month Professional | Lower entry price than Dify Professional |
|  | $159 per month | Mid plan covers small teams |
|  | From approx $150k per year | Custom enterprise pricing |
|  | Hours to days of wiring | Minutes, hire and go |