vioscaleAI
Comparison

dify vs transformers

No clear leader: transformers (70.9) and dify (67.9) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

dify full profile →transformers full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
dify68
transformers71
Score
vioscaleAI score
dify68 / 100medium · 74%
transformers71 / 100high · 77%
Pricing
Free tier
dify✓
transformers✓
Model
difyfreemium
transformersfreemium
Price level
difylow
transformerslow
Starting price
dify$590
transformers$9
Transparent
dify✓
transformers✓
Integrations
Count
dify9
transformers24
Security
Certifications
difySOC 2 Type II, ISO 27001
transformers–
Disclosure policy
dify–
transformers✓
Gdpr
dify✓
transformers✓
Iso27001
dify✓
transformers–
Scorecard
dify–
transformers6.5
Soc2
dify✓
transformers–
Trust center
Vulnerabilities
Reliability
Status page
dify✓
transformers✓
Adoption
Dependent repos
dify8
transformers31,800
Github stars
dify158,384
transformers167,710
Activity
Commits last 30d
dify100
transformers100
Release
Cadence days
dify13
transformers7
History
dify20 items
transformers20 items
License
Spdx
dify–
transformersApache-2.0
Language
Primary
difyTypeScript
transformersPython
Market
Availability
Content
Faq
dify7 items
transformers7 items

Features

The capabilities each product documents. These tools do not share a category taxonomy, so this aligns what each vendor states rather than a normalised feature set.

Declared feature comparison
Featuredifytransformers
Bring your own key byok for llm inference✓-
Builder ui architecturevisual_node_canvas-
Custom http webhook catch and triggering✓-
Dynamic conditional routing via llm classification✓-
Human in the loop approval steps via slack email✓-
Iso 27001✓-
Native llm nodes anthropic openai gemini✓-
On premise self hosted deployment option✓-
Pricing modelfreemium_with_task_credits-
Soc2 type ii✓-
Sub workflow calling and reusable templates✓-
Unstructured document extraction pdf image to json✓-

What each one is

The product in its own terms, so the numbers below have context.

dify

An open-source LLM application development platform that enables teams to build, test, and deploy AI-powered workflows, RAG pipelines, and autonomous agents using a visual interface, with support for multiple language models, enterprise security features, and flexible deployment options.

Independently observed

transformers

Hugging Face is a hub for machine learning where users can host models, datasets, and interactive applications (Spaces), along with cloud storage and GPU compute infrastructure for model development and inference.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

dify

from $590/yrSubscriptionFree tier

Freemium: Sandbox and Community free. Professional from $590/year per workspace.

  • SandboxFree
    • 5 Apps
    • 50 Knowledge Documents
    • 50MB Storage
    • 30 Days Log History
  • Professional$590/workspace/year
    • 1 Team Workspace
    • 50 Apps
    • Priority Document Processing
    • Unlimited Triggers per Workflow
    • Faster Workflow Execution
    • +2 more
  • Team$1590/year
    • 200 Apps
    • 1000 Knowledge Documents
    • Unlimited Trigger Events
    • Top Priority Document Processing
    • Priority Workflow Execution
  • EnterpriseContact sales
    • Enterprise-grade Scalable Deployment
    • Commercial License
    • Multiple Workspaces
    • SSO
    • Advanced Security & Controls
    • +1 more
  • CommunityFree
    • All Core Features
    • Single Workspace
    • Open Source License
as of verify ↗

transformers

from $9/moHybridFree tier

Pro at $9/month, Team at $20/user/month, Enterprise custom pricing. Free tier with CPU compute. Storage starts at $8/TB/mo with volume discounts.

  • Pro$9/month
    • 2x public storage capacity
    • $2 monthly inference credits
    • 8x ZeroGPU quota with highest priority
    • PRO badge
  • Team$20/user/month
  • EnterpriseContact sales
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
dify✓
transformers✓
CLI
dify✓
transformers✓
Deployment
Cloud / SaaS
dify✓
transformers✓
Self-hosted
dify✓
transformers✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

dify

13 total
  • OpenAI
  • Anthropic
  • Gemini
  • xAI
  • DeepSeek
  • Tongyi
  • MCP
  • Google Gemini
  • Alibaba Tongyi
  • Google Search
  • DALL-E
  • Stable Diffusion
  • WolframAlpha
Independently observed

transformers

27 total
  • PyTorch
  • DeepSpeed
  • FSDP
  • PyTorch-Lightning
  • Axolotl
  • Unsloth
  • vLLM
  • SGLang
  • TGI
  • llama.cpp
  • mlx
  • Amazon Bedrock
  • AWS
  • Google Cloud
  • Microsoft Azure
  • Diffusers
  • Datasets
  • Gradio
  • Accelerate
  • PEFT
  • TRL
  • Optimum
  • Safetensors
  • Bitsandbytes
  • +3 more
Independently observed
Still deciding?

dify or transformers: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.