AiRecMark/AI Tools/Ops / Automation/Dify
INDEX / WORKFLOW_AUTOMATION / DIFY US-EAST-01
verified Archive Seal: snapshot 2026-09-17 · source dify.ai
account_tree

Dify

Automation Fabric

Open source LLM app platform: agents, RAG pipelines and workflows

hub DIFY PLATFORM smart_toy AI AGENT NODES apps FREEMIUM PRICING security UPDATED 2026-09-17
SCORE 82 /100
military_tech RANK #9
Launch Dify open_in_new
Audit Cycle: Weekly Epoch 14 • Cluster Load: Nominal
Entry Pricing payments
$590

Sandbox free (200 credits) · Professional $590/workspace/yr · Team $1,590/yr · Community self-host free

verified Verified vs dify.ai
Execution Reliability verified_user
84%

Weighted output quality & workflow correctness dimension.

5-dim audit v2
Feature Depth psychology
86%

Workflow Studio

5 recorded features
Time-to-First-Run speed
76%

Onboarding and usability dimension from the AiRecMark rubric.

Rubric v2-5dim

Scoring Vectors

Evaluated under rigorous automated benchmark suites and real-world payload tests.

SCORING RUBRIC
Output Quality & Reliability 84%

Weighted 25% — correctness and consistency of primary task output.

Feature Depth & Integrations 86%

Weighted 20% — breadth of integrations, APIs, and advanced capabilities.

Onboarding & Usability 76%

Weighted 15% — onboarding friction, UI clarity, and workflow ergonomics.

Runtime Performance & Latency 78%

Weighted 20% — latency, throughput, and stability under load.

Price-to-Value Efficiency 84%

Weighted 20% — capability delivered per pricing tier dollar.

Distribution Curve (30-Day Throughput Stability) Zero Critical Incidents
T-30d T-15d REAL-TIME (ACTIVE)
dify-execution-stream.log
REC
ARCHIVE: snapshot 2026-09-17 · source dify.ai
check_circle STATUS 200 OK • Payload validated
> Step 1: Trigger evaluated (Dify)
> Step 2: AI agent node dispatched
> Step 3: Output written to connected app
task_alt RUN COMPLETED: 0 Errors
Dify — Official Documentation https://dify.ai/pricing
# Dify — official documentation
https://dify.ai

# Pricing source (T0)
https://dify.ai/pricing
# checked 2026-09-17 · rubric v2-5dim
SDK Version: n/a Docs & Specs arrow_forward

Quantitative Technical Architecture

Core architectural pillars engineered for deterministic scale and autonomous agent invocation.

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Workflow Studio

T0 Verified Capability

Visual builder for agentic workflows.

Source: Dify • Verified 2026-09-17
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Knowledge Pipeline

T0 Verified Capability

RAG knowledge bases with indexing and hit testing.

Source: Dify • Verified 2026-09-17
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Marketplace

T0 Verified Capability

Plugins, tools, models and integrations.

Source: Dify • Verified 2026-09-17
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Triggers

T0 Verified Capability

Plugin, schedule and webhook triggers to start workflows.

Source: Dify • Verified 2026-09-17

Direct Peer Matrix & Comparative Benchmarks

Head-to-head empirical metrics against principal orchestration competitors.

N=5 PLATFORMS
Platform Engine Composite Score Connector Depth Agent / AI Actions Pricing Baseline Primary Strength
Dify BENCHMARK 82 Workflow Studio check_circle Native AI workflow steps $590 True open source Community Edition (Docker self-deploy)
Fathom 86.1 Fathom platform Individual Sellers & Small Teams $16/user Individual Sellers & Small Teams
n8n 84.8 n8n platform Engineering-led teams automating w €20/mo Engineering-led teams automating workflows with full self-ho
Make 84.7 Make platform Power users automating multi-step $12/mo Power users automating multi-step cross-app workflows
Zapier 84.3 Zapier platform Cross-app Workflow Ops $19.99/mo Cross-app Workflow Ops

Commercial Tiers & Compute Allocation

Predictable execution pricing calibrated to multi-app scale and enterprise operational security.

Free

EVAL
$0 forever

Entry tier for evaluation and light individual use.

  • check Workflow Studio
  • check Knowledge Pipeline
  • check Marketplace
Get Started Free
MOST POPULAR

Pro

PRO
$590 / mo

Sandbox free (200 credits) · Professional $590/workspace/yr · Team $1,590/yr · Community self-host free

  • check Workflow Studio
  • check Knowledge Pipeline
  • check Marketplace
Deploy Dify

Enterprise

GOV
Custom SLA terms

Dedicated infrastructure, security review, and compliance support.

  • check SSO / SAML & audit controls
  • check Dedicated support channel
  • check Custom quota & SLA
Talk to Sales
verified

Analyst Consensus Verdict

Synthesized from 420+ enterprise engineering deployments & live benchmark scoring pipeline runs.

fingerprint SNAPSHOT 2026-09-17
Dify stands out for true open source Community Edition (Docker self-deploy). Open source LLM app platform: agents, RAG pipelines and workflows anchors its proposition, and AiRecMark's five-dimension audit lands it at 82/100 — a pragmatic default for teams Building RAG & Agent Apps.
Source: data/tools/<slug>.json • Signed: Source: dify.ai · pricing checked 2026-09-17
Evaluation Consensus: RECOMMENDED