Dify vs Puzzlet AI

Dify

Agents

Puzzlet AI

Agents

Tagline

Dify

Dify is the platform for production-ready agentic workflows.

Puzzlet AI

Git-native prompt management and observability platform for teams shipping LLM applications.

Pricing

Dify

Freemium· Professional: $590 per workspace / year; Team: $1590 per workspace / year; Sandbox: Free; Community: Free

Puzzlet AI

Freemium

Free trial

Dify

Yes

Puzzlet AI

Yes

API

Dify

Yes

Puzzlet AI

Yes

Platforms

Dify

web

Puzzlet AI

api

Open source

Dify

Yes

Puzzlet AI

Yes

Hacker News stories

Dify

5

checked 2026-10-10

Puzzlet AI

0

checked 2026-10-19

Earliest Wayback capture

Dify

2023-05-09

earliest archived capture of the site, not a launch date

Puzzlet AI

2024-05-23

earliest archived capture of the site, not a launch date

Model used

Dify

Model-agnostic: OpenAI (GPT-4o, GPT-4.1), Anthropic Claude, Google Gemini, Mistral, Cohere, Ollama, and any OpenAI-compatible endpoint

Puzzlet AI

Multi-model

Best for

Dify

—

Puzzlet AI

Pick Puzzlet AI if you want hosted LLM observability and evals without surrendering prompt history to a closed dashboard.

Not for

Dify

—

Puzzlet AI

Skip it if your team needs a mature, broadly adopted platform with a deep integration ecosystem or a self-serve enterprise price list.

Editorial score

Dify

—

Puzzlet AI

7.1 / 10

Use cases

Dify

Agentic workflows and RAG pipelinesSearchable knowledge basesAgent and tool buildingAudit automation with Agents and RPAExpert-level AI assistants

Puzzlet AI

prompt-managementllm-observabilityevaluationstracingagent-development

Pros

Dify

• Dify provides a visual builder for defining app logic, data retrieval, decisions, tool use, and human input.
• Dify supports a marketplace for installing model providers, tools, data sources, and MCP integrations.
• Dify allows publishing apps as hosted experiences, API endpoints, embeds, or MCP-compatible tools.
• Dify offers a source-available Community Edition that can be self-hosted with Docker.
• The Enterprise edition includes SSO, SAML, RBAC, and audit logs.

Puzzlet AI

• Prompts live in Git with real version control, not a vendor dashboard
• Open-source core (agentmark, SDK, templatedx) reduces lock-in
• OpenTelemetry-based tracing with ClickHouse-backed analytics
• Reusable markdown prompt components for multi-agent systems
• Model-agnostic via the Vercel AI SDK

Cons

Dify

• New documents cannot be uploaded when the Knowledge Data Storage limit is reached.
• Manual editing and annotation of responses is applicable only in Chat apps.

Puzzlet AI

• Smaller and less battle-tested than Langfuse, LangSmith, or Braintrust
• Pricing isn't published; production tiers likely require sales contact
• Git-first workflow adds friction for non-technical prompt authors
• Ecosystem and community content are still thin

Website

Dify

dify.ai

Puzzlet AI

puzzlet.ai

Editorial score: rule-based, 0–10, from AI-assisted profile inputs (see /methodology) — not a user rating; “—” means unscored. “Not listed” means we have no record of it, not that it is absent. GitHub figures and prices carry the date they were checked or captured; prices are shown as published, unconverted.