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Dify.AI vs PromptShuttle

Dify.AI is an open-source LLMOps platform for building AI-native apps; PromptShuttle is a commercial API that adds multi-provider routing and multi-tenant billing on top
Dify.AIOpen-source platform for LLMOps, define your AI-native appsPromptShuttleAI Agent Control Plane as an API

Side by side

What it is
Dify.AI:Dify.AI is an open-source LLMOps platform for building, deploying and managing AI-native apps with visual workflow, agent and knowledge-base tools.
PromptShuttle:PromptShuttle provides an API that orchestrates multi-agent LLM workflows server-side, handling routing, tool calls and billing.
Best for
Dify.AI:No-code visual AI app development
PromptShuttle:Server-side multi-agent orchestration
Who it’s for
Dify.AI:Developers and teams building AI applications, from hobbyists to enterprises
PromptShuttle:Teams building AI features, agencies managing multiple clients, and developers needing server-side agent orchestration.
Pricing
Dify.AI:Freemium
PromptShuttle:Freemium
Plans
Dify.AI:Sandbox Free · Community Free
PromptShuttle:—
Open source
Dify.AI:Yes, 157,311 GitHub stars
PromptShuttle:—
Works with
Dify.AI:—
PromptShuttle:OpenAI SDK, Anthropic, Google, DeepSeek, Trigger.dev, Temporal
DevHunt upvotes
Dify.AI:30
PromptShuttle:1
Launched on DevHunt
Dify.AI:Jan 2023
PromptShuttle:Dec 2024

Dify.AI features

  • Workflow Studio. Drag-and-drop visual builder for agentic workflows with visible execution paths.
  • Agent Builder. Create AI agents with skills, tools and knowledge, usable as apps or workflow nodes.
  • Knowledge Pipeline. Prepare searchable knowledge bases by extracting, cleaning, chunking and indexing data sources.
  • Marketplace Plugins. Install model providers, tools and data source integrations from a shared marketplace.
  • Publish & Monitor. Deploy apps as web experiences, APIs or embeds and track logs, feedback and usage.
Dify.AI on DevHunt →Alternatives

PromptShuttle features

  • OpenAI-compatible API. Use the standard chat completions endpoint; just change the base URL in your existing OpenAI SDK.
  • Multi-Provider Routing. Automatically route sub-agents to OpenAI, Anthropic, Google, DeepSeek or other models without code changes.
  • Multi-Tenant Isolation. Separate keys, billing and flow configurations let one deployment serve many teams or clients.
  • Agent Observability. Dashboard visualizes execution graphs, event streams and per-step cost breakdowns.
  • Cost Tracking & Budgets. Aggregated cost view with per-tenant and per-flow budget controls.
  • MCP Server Support. Integrates with MCP-compatible clients (Claude Desktop, Cursor, Windsurf, Claude Code) for in-editor flow management.
  • Background Job Integration. Callable from Trigger.dev, Temporal or any job runner to run AI as a service.
  • Version & Flow Management. Define, update and version agent flows via the dashboard without redeploying your app.
PromptShuttle on DevHunt →Alternatives

Based on each tool's website and DevHunt data. Details may change; check the official sites.