Comparison

dify vs transformers

On the evidence we track, transformers leads this comparison with a composite score of 70/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

dify full profile →transformers full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

dify63

★transformers70

Attribute comparison across 2 tools
Attribute	dify	transformersLeader
Vioscale score	63 / 100high · 75%	70 / 100high · 78%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	commercial
Price levelpricing.price_level	high	free
Starting pricepricing.starting_price	$590	-
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	7	24
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	✓	✓
Iso27001security.iso27001	✓	-
Scorecardsecurity.scorecard	-	6.4
Soc2security.soc2	✓	-
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=dify-client&per_page=100 · Last 12m: 0	Count: 22 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=transformers&per_page=100 · Last 12m: 6 · Max severity: CRITICAL
Reliability
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	8	31,800
Github starsadoption.github_stars	153,587	164,465
Activity
Commits last 30dactivity.commits_last_30d	100	100
Release
Cadence daysrelease.cadence_days	10	5
Historyrelease.history	20 items	20 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	TypeScript	Python
Market
Availabilitymarket.availability	Available worldwide · HQ US	Available worldwide
Content
Faqcontent.faq	7 items	6 items

Score

Vioscale score

dify63 / 100high · 75%

transformers70 / 100high · 78%

Pricing

Free tier

dify✓

transformers✓

Model

difycommercial

transformerscommercial

Price level

difyhigh

transformersfree

Starting price

dify$590

transformers–

Transparent

dify✓

transformers✓

Integrations

Count

dify7

transformers24

Security

Disclosure policy

dify–

transformers✓

Gdpr

dify✓

transformers✓

Iso27001

dify✓

transformers–

Scorecard

dify–

transformers6.4

Soc2

dify✓

transformers–

Vulnerabilities

difyCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=dify-client&per_page=100 · Last 12m: 0

transformersCount: 22 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=transformers&per_page=100 · Last 12m: 6 · Max severity: CRITICAL

Reliability

Status page

dify✓

transformers✓

Adoption

Dependent repos

dify8

transformers31,800

Github stars

dify153,587

transformers164,465

Activity

Commits last 30d

dify100

transformers100

Release

Cadence days

dify10

transformers5

History

dify20 items

transformers20 items

License

Spdx

dify–

transformersApache-2.0

Language

Primary

difyTypeScript

transformersPython

Market

Availability

difyAvailable worldwide · HQ US

transformersAvailable worldwide

Content

Faq

dify7 items

transformers6 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
Feature	dify	transformers
Bring your own key byok for llm inference	✓	-
Builder ui architecture	visual_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 model	freemium_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

Dify is a no-code platform that allows teams to build, test, and deploy AI-driven applications and workflows. It supports multiple deployment models including cloud hosting and self-hosted options, enabling organizations to create AI solutions that connect language models with data and tools.

Independently observed

transformers

Leader

A central library for defining and using state-of-the-art machine learning models with compatibility across multiple training frameworks, inference engines, and deployment platforms. Works with PyTorch, FSDP, DeepSpeed, vLLM, and other tools for both inference and training workflows.

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

From $590/year. Free tier available.

SandboxFree
- 200 message credits
- 1 Team Member
- 5 Apps
- 50 Knowledge Documents
- 50MB Knowledge Data Storage
- +6 more
Professional$590/year
- 5,000 message credits/month
- 1 Team Workspace
- 3 Team Members
- 50 Apps
- 500 Knowledge Documents
- +8 more
Team$1,590/year
- 10,000 message credits/month
- 50 Team Members
- 200 Apps
- 1,000 Knowledge Documents
- 20GB Knowledge Data Storage
- +5 more
EnterpriseContact sales
- Enterprise-grade Scalable Deployment Solutions
- Commercial License Authorization
- Multiple Workspaces & Enterprise Management
- SSO
- Negotiated SLAs
- +2 more

as of 2026-08-21verify ↗

transformers

Leader

Open sourceFree tier

Free, open-source under Apache 2.0 license

as of 2026-08-14verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	dify	transformers
WebPlatforms	✓	✓
CLIPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓

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

7 total

OpenAI
Anthropic
Gemini
xAI
DeepSeek
Tongyi
MCP

Independently observed

transformers

Leader

24 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

Independently observed

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