Tools
Dataiku LLM Mesh vs Dify
Dataiku LLM Mesh or Dify? Their plans monthly and yearly, the capabilities their makers state, security and latest updates, side by side — read from the makers' own pages.
In inglese
In short
- Both: Choice of models, Self-hosted, API, Search over your data, Traces and evaluates
- Only Dify states: Builds agents and workflows
Dataiku LLM Mesh
Dataiku LLM Mesh connects applications to multiple hosted and self-hosted LLMs with centralized routing, governance, monitoring, and cost controls.
Plans
Not read from the maker’s page yet.
Prices checked 2026-09-25 on the maker’s page.
Capabilities
- Choice of models — “Switch or mix models based on cost, performance, and compliance needs without breaking your applications.” source
- Self-hosted — “Connect to a broad ecosystem of LLM providers and self-hosted models through a secure, agnostic gateway.” source
- API — “Send completion and embedding queries to all LLMs supported by the LLM Mesh” source
- Search over your data — “Interact with knowledge banks, and perform semantic search” source
- Traces and evaluates — “Monitor LLM usage and round-trip performance in real time, cache frequent responses for efficiency, and pick the right model for each task, avoiding runaway spend while meeting SLAs.” source
Security
- SOC 2 Type II — “Dataiku has completed SOC 1 Type II and SOC 2 Type II assessments to assure our customers that internal controls are in place to protect their data.” source
- SOC 2 — “Dataiku has completed SOC 1 Type II and SOC 2 Type II assessments to assure our customers that internal controls are in place to protect their data.” source
- ISO 27001 — “Dataiku is ISO 27001:2022-certified, demonstrating that it has implemented and maintained an Information Security Management System (ISMS).” source
- ISO 42001 — “Dataiku is ISO 42001:2023-certified for the implementation and governance of its Artificial Intelligence Management System (AIMS).” source
- GDPR — “Dataiku is compliant with global data protection regulations, such as the GDPR and the CCPA.” source
- HIPAA — “To support the compliance programs for our Healthcare/ Life Sciences customers, Dataiku has voluntarily extended its Trust program to include a HIPAA (Health Insurance Portability and Accountability Act) compliance report.” source
Latest updates
- New feature: Leverage existing external Vector Stores (14.5.0)
Leverage existing external Vector Stores
- New feature: Automatic throttling for LLM connections (14.0.0)
Automatic throttling for LLM connections
- New feature: Enhanced documents embedding (14.0.0)
Enhanced documents embedding
Dify
Dify lets teams build, test, deploy, and monitor AI apps, agents, workflows, and RAG pipelines in the cloud or on private infrastructure.
Plans
Sandbox
Free
- 200 message credits
- 1 Team Workspace
- 1 Team Member
- 5 Apps
- 50 Knowledge Documents
- 50MB Knowledge Data Storage
Professional
- $590 per workspace / year
- 5,000 message credits / month
- 1 Team Workspace
- 3 Team Members
- 50 Apps
- 500 Knowledge Documents
- 5GB Knowledge Data Storage
Enterprise
Price on request
- Enterprise-grade Scalable Deployment Solutions
- Commercial License Authorization
- Multiple Workspaces & Enterprise Management
- SSO
- Advanced Security & Controls
- Professional Technical Support
Prices checked 2026-09-25 by web search.
Capabilities
- Choice of models — “Credits are provided to help you easily try out different models from OpenAI, Anthropic, Gemini, xAI, Tongyi in Dify.” source
- Self-hosted — “Self-host or run in your VPC.” source
- API — “Publish Dify apps as hosted experiences, API endpoints, embeds, or MCP-compatible tools.” source
- Builds agents and workflows — “Build an agent by chatting or configuring it manually.” source
- Search over your data — “Prepare searchable knowledge bases” source
- Traces and evaluates — “Use logs, feedback, annotations, latency, and usage data to understand what happened and improve the app over time.” source
Latest updates
- v1.17.0 (v1.17.0)
Adds an E2B sandbox backend, build-time home snapshots, and skill management.
- v1.16.0 (v1.16.0)
Launches Dify Agent (Beta), with a UI builder for agents that run in a Linux sandbox.