Dify.AI vs PromptOps

Full LLMOps platform, broader scope than prompt version control

Which to pick

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.; PromptOps:Git-native tool to version, bundle, promote and attribute LLM prompts, policies and model configs.
Best for: Dify.AI:No-code visual AI app development; PromptOps:Version-controlled prompt management
Who it’s for: Dify.AI:Developers and teams building AI applications, from hobbyists to enterprises; PromptOps:LLM developers and ops teams that need version control and observability for prompt artifacts.
Pricing: Dify.AI:Freemium; PromptOps:Open source
Plans: Dify.AI:Sandbox Free · Community Free; PromptOps:—
Open source: Dify.AI:Yes, 157,311 GitHub stars; PromptOps:Yes, 31 GitHub stars
Works with: Dify.AI:—; PromptOps:OpenAI, Anthropic, OpenTelemetry, LangSmith, Git

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.

Prompt versioning. Write prompts as YAML, commit to git and get automatic semantic version bumps.
Release bundling. Bundle versioned prompts with policies and model configs into immutable SHA-256 artifacts.
Promotion & rollback. Promote bundles through environments and rollback with a single command, all audited.
Attribution tracing. Trace agent behavior back to specific prompt lines or policy rules with confidence scores.
Analytics & comparison. Aggregate latency, token usage and other metrics per version and compare across versions.
Observability integration. Inject release metadata into OpenTelemetry and LangSmith traces.

Is Dify.AI or PromptOps free?+

Dify.AI has a free plan (Sandbox) and paid plans. PromptOps is free and open source.

Is Dify.AI or PromptOps open source?+

Yes, both are open source: Dify.AI (langgenius/dify on GitHub) and PromptOps (llmhq-hub/promptops on GitHub, MIT license).

Dify.AI

30 upvotes · Launched on DevHunt on Jan 31, 2023

PromptOps

0 upvotes · Launched on DevHunt on Jan 6, 2026

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