Dify vs Flowise AI

Both tools are listed under Open-Source Marketing Agents & Prompts, and both have been fact-checked by a named editor. This page lines up their structured data and quotes each review’s limitations and pricing notes; it does not pick a winner.

Dify

Open-source LLMOps and agent orchestration platform providing visual workflow canvases, hybrid RAG pipelines, and model management across cloud and on-prem.

Pricing: Free plan · $0/mo · Enterprise plan · Autonomy: L3 · Conditional automation · Moat: 4.2/5.0 (Proprietary moat)

Target fit: B2B SaaS (Web SaaS)

Read the Dify review

Flowise AI

Open-source visual orchestration framework enabling engineering and marketing operations teams to compose multi-agent LLM systems and retrieval pipelines.

Pricing: Custom / enterprise pricing · Autonomy: L3 · Conditional automation · Moat: 3.8/5.0 (Proprietary moat)

Target fit: B2B SaaS, Creators / Solo (Open Source Repo)

Read the Flowise AI review

How Dify and Flowise AI differ

Pricing model: Dify is freemium, Flowise AI is enterprise / quote.
Dify has a free plan; none is recorded for Flowise AI.
Delivery: Dify is a Web SaaS product; Flowise AI is a Open Source Repo product.
Headquarters: Dify in United States, Flowise AI in San Francisco, California.

Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.

Side-by-side facts

Field	Dify	Flowise AI
Subtrack	Open-Source Marketing Agents & Prompts	Open-Source Marketing Agents & Prompts
Pricing	Free plan · $0/mo · Enterprise plan	Custom / enterprise pricing
Pricing model	Freemium	Enterprise / quote
Free access	Free plan	No free plan disclosed
Enterprise plan	Yes	Yes
AI autonomy level	L3 · Conditional automation	L3 · Conditional automation
Moat tier	Proprietary moat	Proprietary moat
Delivery	Web SaaS	Open Source Repo
Audience	B2B SaaS	B2B SaaS, Creators / Solo
Headquarters	United States	San Francisco, California
Fact-checked	Julie Brot, Oct 11, 2026	Tim Fenolz, Oct 11, 2026

AI Head-to-Head Procurement Simulator · Evidence-Locked Dossier

Dify vs Flowise AI: TCO & constraint stress test

Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.

1. Team / Seat Scale

2. Monthly Budget Ceiling

3. Primary Stack

4. Guardrail

Under a 5-seat / $800/mo profile, Dify carries lower procurement friction (Conditional Fit · Contract & Stack Caveats) than Flowise AI (High Deal-Risk · Constraint Mismatch).

Dify

Conditional Fit · Contract & Stack Caveats

Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Free plan · $0/mo · Enterprise plan)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)

Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Dify does not disclose a public self-serve floor (Free plan · $0/mo · Enterprise plan). Buyers with a $800/mo cap face high sales-qualification friction.
Published Self-Serve Entry Floor: Dify publishes a transparent entry point (Free plan · $0/mo · Enterprise plan) with a free tier for initial validation before committing.
Primary Operational Bottleneck: Vector database ingestion bottlenecks: High-throughput document indexing triggers processing latency during peak ingestion windows, requiring dedicated asynchronous worker tuning for sustained document volumes.

Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the Free plan · $0/mo · Enterprise plan entry plan without upgrading tiers.

Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Dify's Free plan · $0/mo · Enterprise plan tier before converting from monthly to annual billing.

Dify Pricing ↗Full Dify Review →

Flowise AI

High Deal-Risk · Constraint Mismatch

Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Custom / enterprise pricing)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)

Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Flowise AI does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
Sales-Gated Contract Terms: Flowise maintains an open-source core distributed under commercial-permissive licensing for self-hosted instances.
Primary Operational Bottleneck: Memory and State Drift: Complex multi-step graph traversals suffer from context degradation and token bloat during prolonged conversational sessions without aggressive token-trimming configurations.

Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Flowise AI requires sales-gated custom quoting).

Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Flowise AI order form before signing a 12-month enterprise commitment.

Flowise AI Pricing ↗Full Flowise AI Review →

Interactive Head-to-Head Scenario Red-Teamer · Fact-Gate Verified

Limitations

Dify

Operational considerations and platform boundaries include: Vector database ingestion bottlenecks: High-throughput document indexing triggers processing latency during peak ingestion windows, requiring dedicated asynchronous worker tuning for sustained document volumes.

Full limitations in the Dify review

Flowise AI

Operational considerations and platform boundaries include: Memory and State Drift: Complex multi-step graph traversals suffer from context degradation and token bloat during prolonged conversational sessions without aggressive token-trimming configurations.

Full limitations in the Flowise AI review

Pricing notes

Dify: Free plan · $0/mo · Enterprise plan

Dify operates under a dual-track commercial model combining open-source software with managed cloud tiers. Self-hosted instances remain accessible for deployment on private servers without upfront licensing fees.

Pricing details in the Dify review

Dify pricing page

Flowise AI: Custom / enterprise pricing

Flowise maintains an open-source core distributed under commercial-permissive licensing for self-hosted instances. For managed deployments and dedicated infrastructure, commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale and seats.

Pricing details in the Flowise AI review

Frequently asked questions: Dify vs Flowise AI

How does Dify pricing compare to Flowise AI in 2026?

Dify is listed at Free plan · $0/mo · Enterprise plan (freemium, free plan), whereas Flowise AI is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).

How do Dify and Flowise AI compare on AI autonomy and moat depth?

On the MarTechRadar L1–L5 scale, Dify is rated L3 · Conditional automation with a Proprietary moat moat (4.2/5.0), while Flowise AI is rated L3 · Conditional automation with a Proprietary moat moat (3.8/5.0).

Which teams are Dify and Flowise AI built for?

Dify is a Web SaaS product in Open-Source Marketing Agents & Prompts designed for B2B SaaS. Flowise AI is a Open Source Repo product in Open-Source Marketing Agents & Prompts designed for B2B SaaS, Creators / Solo.

What are the main limitations of Dify vs Flowise AI?

For Dify: Operational considerations and platform boundaries include: Vector database ingestion bottlenecks: High-throughput document indexing triggers processing latency during peak ingestion windows, requiring dedicated asynchronous worker tuning for sustained document volumes. For Flowise AI: Operational considerations and platform boundaries include: Memory and State Drift: Complex multi-step graph traversals suffer from context degradation and token bloat during prolonged conversational sessions without aggressive token-trimming configurations.

Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 11, 2026.