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 acts as a traditional iPaaS focused on backend orchestration via a visual canvas with advanced error handling. Bardeen prioritizes browser-based automation via extension and AI agents for scraping and prospecting.

Scale-ups & Agile Teams

Choose Make if

Ideal for operations and engineering teams requiring complex API integration orchestration with advanced conditional logic.

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

Choose Bardeen if

Optimal for sales and prospecting teams needing to automate web extraction and data enrichment directly from the browser.

Get started with Bardeen (opens in a new tab)

Key Differentiators

  • Visual canvas with advanced error handling versus browser-based agents.
  • Operation-based consumption pricing versus per-seat subscription.
  • Native AI-assisted web scraping capabilities versus standard API connectors.
  • Data residency in EU and US with SOC2 certification versus US-only residency.
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 & JurisdictionCZUS
Subject to US CLOUD ActImmune (EU Sovereignty)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+3 pts Make
Make
88
Bardeen
85
Pricing Fairness+2 pts Make
Make
82
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 limited monthly operations quota for testing and basic workflows.
  • Operations count can increase exponentially with poorly optimized loops and iterations.

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:$12/month
12-Month Investment:$122/year
36 Months (3 years):$366

Bardeen

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

Make: $72 USD/year ($216 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:$270/month
12-Month Investment:$2,754/year
36 Months (3 years):$8,262

Bardeen

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

Make: $714 USD/year ($2,142 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:$675/month
12-Month Investment:$6,885/year
36 Months (3 years):$20,655

Bardeen

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

Make: $1,785 USD/year ($5,355 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:$2,700/month
12-Month Investment:$27,540/year
36 Months (3 years):$82,620

Bardeen

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

Make: $7,140 USD/year ($21,420 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

Overage penalty:+$1/mo
Estimated Monthly Invoice:$21/mo
Low Risk

Bardeen

Most Cost-Effective
Overage penalty:+$1/mo
Estimated Monthly Invoice:$20/mo
Low Risk

Base Production (50 GB)

Comparative projection for Storage & Compute (GB)

Make

Overage penalty:+$8/mo
Estimated Monthly Invoice:$28/mo
Low Risk

Bardeen

Most Cost-Effective
Overage penalty:+$8/mo
Estimated Monthly Invoice:$27/mo
Low Risk

Active Growth (250 GB)

Comparative projection for Storage & Compute (GB)

Make

Overage penalty:+$44/mo
Estimated Monthly Invoice:$64/mo
High Risk

Bardeen

Most Cost-Effective
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

Overage penalty:+$179/mo
Estimated Monthly Invoice:$199/mo
Critical Risk

Bardeen

Most Cost-Effective
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.

curl -s -H "Authorization: Bearer $API_TOKEN" "https://integromat.com//api/export" > integromat_backup.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=integromat --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="integromat"
04

Decommissioning & Rollback Safety

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

# Check decommission
curl -I "https://integromat.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 error handling capabilities compared to similar tools
  • Powerful visual canvas for complex and branching workflows
  • Extensive connector ecosystem and support for custom API calls

Reported Production Frictions

  • Moderately steep learning curve for non-technical users
  • Operation consumption can scale quickly under high-traffic scenarios
Commercial Treatment & Vendor Lock-in:Requires Sales Contact

Assisted cancellation requiring meeting with account team or contract notice period.

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 acts as a traditional iPaaS focused on backend orchestration via a visual canvas with advanced error handling. Bardeen prioritizes browser-based automation via extension and AI agents for scraping and prospecting.

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 platform for no-code workflow automation and orchestration., Make is the optimal choice; for AI-powered web scraping and workflow automation for sales prospecting., Bardeen provides superior benefits.

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