Workflow Automation & Backend OrchestrationLast technical review:
Markdown for AI (.md)

Make vs Bardeen

Objective factual benchmark between two leading platforms to identify optimal fit based on scale and architecture.

Technical Verdict & Decision Factors

Make provides a cloud platform focused on backend integration via complex scenarios and code execution, whereas Bardeen specializes in browser-extension automation, web scraping, and AI-driven prospecting workflows.

Scale-ups & Agile Teams

Choose Make if

Ideal for engineering teams needing to orchestrate complex backend API integrations with full logic and data transformation control.

Get started with Make (opens in a new tab)
Enterprise & Compliance

Choose Bardeen if

Optimal for sales and operations teams focused on automating web data extraction and prospecting without dedicated infrastructure.

Get started with Bardeen (opens in a new tab)

Key Differentiators

  • Custom code execution in JavaScript and Python within workflows
  • Native AI-assisted web scraping capabilities in the client
  • Operation-based consumption pricing versus per-seat subscription
Weights 40% DX, 40% Fair Pricing, 20% PerformanceRecommended winner for this scenario:Make (7.0/10)
Make7.0/10
Bardeen6.9/10
Weights 45% Security & Governance, 35% Reliability, 20% DXRecommended winner for this scenario:Make (7.8/10)
Make7.8/10
Bardeen6.4/10
Weights 55% Data Portability, 25% Fair Pricing, 20% SecurityRecommended winner for this scenario:Make (3.8/10)
Make3.8/10
Bardeen3.2/10

Side-by-Side Feature Comparison

Make vs Bardeen
Datasheet
MakeFreemium
BardeenFreemium
Commercial Model & Pricing
Base PriceFree TierFree Tier
Pricing ModelFreemiumFreemium
Score4.4/5.0(1 review)4.3/5.0(1 review)
VerifiedVerifiedVerified tool: Audited technical attributesVerifiedVerified tool: Audited technical attributes
Core Features Matrix
Specific Capabilities for Workflow Automation & Backend Orchestration
Stateful Durable ExecutionNot availableNot available
Dead Letter Queue (DLQ) & ReplayNot availableNot available
TypeScript / Python Code StepsNot availableNot available
Enterprise Architecture & Security (7 Universals)
REST & GraphQL APICompatibleCompatible
SSO / SAML AuthenticationCompatibleNot available
Self-Hosted OptionNot availableNot available
Full Data ExportCompatibleCompatible
Role-Based Access Control (RBAC)CompatibleCompatible
Custom Domains & SSLNot availableNot available
Immutable Audit LogsCompatibleNot available
Architecture & Verified Specs
Compliance & Data Sovereignty
Audited Certifications
SOC2 TYPE2GDPR
GDPR
SSO (SAML) AvailabilityEnterprise plan onlyEnterprise plan only
Legal Headquarters & JurisdictionUSUS
Subject to US CLOUD ActSubject (US Extraterritorial)Subject (US Extraterritorial)
Data ResidencyUS, EUUS
Visit WebsiteTry Make (opens in a new tab)Try Bardeen (opens in a new tab)

Last technical review:

Technical Scorecard Comparison
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Technical Scorecard Comparison: Make vs Bardeen

Make85/100
Bardeen82/100
DX & Tech Documentation+5 pts Make
Make
90
Bardeen
85
Pricing Fairness
Make
80
Bardeen
80
Security & Governance+10 pts Make
Make
85
Bardeen
75
Data Portability & Sovereignty+5 pts Bardeen
Make
80
Bardeen
85
Performance & Reliability+5 pts Make
Make
90
Bardeen
85

Time to Value & Fit by Segment: Make vs Bardeen

Make

Time-to-Value:< 1 hour (Immediate)
Curve:Moderate (Standard)

Near-instantaneous deployment with minimal technical friction.

Bardeen

Time-to-Value:< 1 hour (Immediate)
Curve:Moderate (Standard)

Near-instantaneous deployment with minimal technical friction.

Segment Fit Comparison

Startup & Agile Teams1 to 50 members
Make
90%
Bardeen
90%
Mid-Market & Scaleup50 to 500 members
Make
85%
Bardeen
75%
Corporate Enterprise500+ members
Make
75%
Bardeen
50%
Pricing & Licensing Breakdown
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Billing Clauses & SSO Tax: Make vs Bardeen

Make

Enterprise-Only SSO

SAML/SSO locked strictly behind the highest custom corporate tier.

Free:Includes a permanent free tier with a monthly operation allowance and basic scenario capacity.
  • Operation limits can be exhausted quickly if loops or high-frequency polling triggers are misconfigured.

Bardeen

Enterprise-Only SSO

SAML/SSO locked strictly behind the highest custom corporate tier.

Free:Includes monthly free credits and basic automation features with no time limit.
  • Credit consumption rates for AI search and enrichment can deplete monthly allowances quickly during large prospecting runs.
TCO & Savings CalculatorTCO 1-3Y
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Make

Most Cost-Effective
Base Monthly Cost:$10/month
12-Month Investment:$102/year
36 Months (3 years):$306

Bardeen

Base Monthly Cost:$19/month
12-Month Investment:$194/year
36 Months (3 years):$582
Estimated Financial Differential

Make: $92 USD/year ($276 USD 36 Months (3 years)).

Startup (10 active users)

Agile engineering team in validation and early traction stage.

Make

Most Cost-Effective
Base Monthly Cost:$250/month
12-Month Investment:$2,550/year
36 Months (3 years):$7,650

Bardeen

Base Monthly Cost:$340/month
12-Month Investment:$3,468/year
36 Months (3 years):$10,404
Estimated Financial Differential

Make: $918 USD/year ($2,754 USD 36 Months (3 years)).

Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Make

Most Cost-Effective
Base Monthly Cost:$625/month
12-Month Investment:$6,375/year
36 Months (3 years):$19,125

Bardeen

Base Monthly Cost:$850/month
12-Month Investment:$8,670/year
36 Months (3 years):$26,010
Estimated Financial Differential

Make: $2,295 USD/year ($6,885 USD 36 Months (3 years)).

Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Make

Most Cost-Effective
Base Monthly Cost:$2,500/month
12-Month Investment:$25,500/year
36 Months (3 years):$76,500

Bardeen

Base Monthly Cost:$3,400/month
12-Month Investment:$34,680/year
36 Months (3 years):$104,040
Estimated Financial Differential

Make: $9,180 USD/year ($27,540 USD 36 Months (3 years)).

Usage Billing PredictabilityWhat usage costs as you scale
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Prototype / MVP (10 GB)

Comparative projection for Storage & Compute (GB)

Make

Most Cost-Effective
Overage penalty:+$1/mo
Estimated Monthly Invoice:$11/mo
Low Risk

Bardeen

Overage penalty:+$1/mo
Estimated Monthly Invoice:$20/mo
Low Risk

Base Production (50 GB)

Comparative projection for Storage & Compute (GB)

Make

Most Cost-Effective
Overage penalty:+$8/mo
Estimated Monthly Invoice:$18/mo
Moderate Risk

Bardeen

Overage penalty:+$8/mo
Estimated Monthly Invoice:$27/mo
Low Risk

Active Growth (250 GB)

Comparative projection for Storage & Compute (GB)

Make

Most Cost-Effective
Overage penalty:+$44/mo
Estimated Monthly Invoice:$54/mo
Critical Risk

Bardeen

Overage penalty:+$44/mo
Estimated Monthly Invoice:$63/mo
High Risk

Large Scale (1.000 GB (1 TB))

Comparative projection for Storage & Compute (GB)

Make

Most Cost-Effective
Overage penalty:+$179/mo
Estimated Monthly Invoice:$189/mo
Critical Risk

Bardeen

Overage penalty:+$179/mo
Estimated Monthly Invoice:$198/mo
Critical Risk
Bidirectional Migration Friction Index (MFI)
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Bidirectional Migration Friction Index (MFI)

MakeBardeen
Smooth Migration

Migration friction: Make to Bardeen

15/100

Agile transition with low operational risk and native export/API support.

Critical Factors Evaluated

  • +15 ptsLoss of enterprise SSO/SAML integration when migrating to Bardeen.
BardeenMake
Smooth Migration

Migration friction: Bardeen to Make

0/100

Agile transition with low operational risk and native export/API support.

Critical Factors Evaluated

Smooth path: native export support, ingestion API, and authentication parity.

Migration & Portability VerdictMake · Δ 15 pts

Migrating from Make to Bardeen has significantly lower friction (15/100) than the reverse path (0/100). {from} provides easier data liberation and lower exit costs.

Technical Transition Playbook: Make to BardeenCLI Runbook
4-stage execution protocol to switch dependencies with zero data loss and verifiable rollback.
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01

Data Extraction & Baseline Snapshot

Full export of Make datasets in audited formats (JSON). Secure an immutable snapshot prior to cutover.

Exportar mediante la interfaz gráfica de usuario en formato JSON.
02

Schema Mapping & Contract Validation

Normalize entity identifiers, timestamps, and event payloads between Make APIs and destination schema in Bardeen.

# Schema mapping & validation
npx tsx scripts/map-migration.ts --source=make --target=bardeen
03

Dual-Ingestion Period (Dual-Writing)

Simultaneous telemetry dispatch to Make and Bardeen for 72 hours to contrast volume, integrity, and latency without downtime.

export TELEMETRY_PRIMARY="bardeen"
export TELEMETRY_SECONDARY="make"
04

Decommissioning & Rollback Safety

De-instrument Make SDK, archive snapshot in cold S3 storage, and confirm zero ongoing billing.

# Check decommission
curl -I "https://make.com/"

Architecture Decision Record for CTOs & Tech Leads

Production-ready technical document for Notion, Confluence, or Pull Requests

Select recommended tool:
MakeBardeen
Download ADR (.md)View Markdown
Community Sentiment & Commercial Terms
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Technical Reputation of Make

83/100 Technical Trust

Frequent Praises in Production

  • Advanced visual scenario builder with support for custom JavaScript and Python code.
  • Extensive ecosystem featuring over 3,500 pre-built integrations and universal API connectors.
  • Permanent free tier available for experimentation and initial prototyping.

Reported Production Frictions

  • Consumption is based on operations, which can unexpectedly increase costs in high-volume workflows.
  • Advanced governance features and SSO are restricted to higher enterprise pricing tiers.
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Technical Reputation of Bardeen

77/100 Technical Trust

Frequent Praises in Production

  • Advanced AI-assisted web scraping without complex coding requirements
  • Native integration with spreadsheets and databases like Google Sheets, Airtable, and Notion
  • Automation of repetitive workflows in prospecting and sales operations

Reported Production Frictions

  • Massive data exports and advanced AI features are restricted in lower tiers
  • Reliance on external website structures remaining stable for scraping scrapers
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Frequently Asked Questions: Make vs Bardeen

What are the key differences between Make and Bardeen?

Make provides a cloud platform focused on backend integration via complex scenarios and code execution, whereas Bardeen specializes in browser-extension automation, web scraping, and AI-driven prospecting workflows.

How do Make and Bardeen pricing compare?

Make starts at 0.00/mo under freemium tier, while Bardeen starts at 0.00/mo with freemium billing.

When should you choose Make over Bardeen?

If your priority is Visual automation and integration platform to build workflows and AI agents., Make is the optimal choice; for AI-powered web scraping and workflow automation for sales prospecting., Bardeen provides superior benefits.

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