Technical Verdict & Decision Factors

Tray and Make deliver cloud-based iPaaS orchestration solutions with visual design. Tray prioritizes enterprise governance and AI agent integration via Model Context Protocol for large organizations, whereas Make features an ecosystem exceeding 3,500 apps, an accessible freemium model, and embedded code execution for flexible workflows.

Scale-ups & Agile Teams

Choose Tray if

Optimal for corporate teams requiring strict governance controls, advanced SOC2 compliance, and native AI agent integration with full traceability.

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

Choose Make if

Suitable for technical and operations teams seeking rapid prototyping, massive SaaS integration, and custom script execution in JavaScript or Python.

Get started with Make (opens in a new tab)

Key Differentiators

  • Centralized governance via Model Context Protocol versus massive deployment of interactive scenarios.
  • Custom enterprise licensing models versus tiered pricing based on operation consumption.
  • Prebuilt connector ecosystem exceeding 3,500 applications in Make compared to over 700 in Tray.
Weights 40% DX, 40% Fair Pricing, 20% PerformanceRecommended winner for this scenario:Make (7.0/10)
Tray6.9/10
Make7.0/10
Weights 45% Security & Governance, 35% Reliability, 20% DXRecommended winner for this scenario:Tray (7.8/10)
Tray7.8/10
Make7.8/10
Weights 55% Data Portability, 25% Fair Pricing, 20% SecurityRecommended winner for this scenario:Tray (3.8/10)
Tray3.8/10
Make3.8/10

Side-by-Side Feature Comparison

Tray vs Make
Datasheet
TrayContact Sales
MakeFreemium
Commercial Model & Pricing
Base PriceContact SalesFree Tier
Pricing ModelContact SalesFreemium
Score4.3/5.0(1 review)4.4/5.0(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 AuthenticationCompatibleCompatible
Self-Hosted OptionNot availableNot available
Full Data ExportCompatibleCompatible
Role-Based Access Control (RBAC)CompatibleCompatible
Custom Domains & SSLNot availableNot available
Immutable Audit LogsCompatibleCompatible
Architecture & Verified Specs
Compliance & Data Sovereignty
Audited Certifications
SOC2 TYPE2ISO 27001GDPR
SOC2 TYPE2GDPR
SSO (SAML) AvailabilityEnterprise plan onlyEnterprise plan only
Legal Headquarters & JurisdictionUSUS
Subject to US CLOUD ActSubject (US Extraterritorial)Subject (US Extraterritorial)
Data ResidencyUS, EUUS, EU
Visit WebsiteTry Tray (opens in a new tab)Try Make (opens in a new tab)

Last technical review:

Technical Scorecard Comparison
Show detailsHide details

Technical Scorecard Comparison: Tray vs Make

Tray83/100
Make85/100
DX & Tech Documentation+5 pts Make
Tray
85
Make
90
Pricing Fairness+10 pts Make
Tray
70
Make
80
Security & Governance+5 pts Tray
Tray
90
Make
85
Data Portability & Sovereignty
Tray
80
Make
80
Performance & Reliability
Tray
90
Make
90

Time to Value & Fit by Segment: Tray vs Make

Tray

Time-to-Value:1 - 7 days (Agile)
Curve:Moderate (Standard)

Standard sprint integration without complex external dependencies.

Make

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
Tray
40%
Make
90%
Mid-Market & Scaleup50 to 500 members
Tray
80%
Make
85%
Corporate Enterprise500+ members
Tray
95%
Make
75%
Pricing & Licensing Breakdown
Show detailsHide details

Billing Clauses & SSO Tax: Tray vs Make

Tray

Enterprise-Only SSO

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

  • Custom enterprise quotes require direct sales negotiation.
  • Overage fees may apply based on task volume execution thresholds.

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.
TCO & Savings CalculatorTCO 1-3Y
Show detailsHide details
Indie / Solo (1 active user)

Solo developer or independent technical founder.

Tray

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

Make

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

Make: $20 USD/year ($60 USD 36 Months (3 years)).

Startup (10 active users)

Agile engineering team in validation and early traction stage.

Tray

Base Monthly Cost:$270/month
12-Month Investment:$2,754/year
36 Months (3 years):$8,262

Make

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

Make: $204 USD/year ($612 USD 36 Months (3 years)).

Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Tray

Base Monthly Cost:$675/month
12-Month Investment:$6,885/year
36 Months (3 years):$20,655

Make

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

Make: $510 USD/year ($1,530 USD 36 Months (3 years)).

Scaleup (100 active users)

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

Tray

Base Monthly Cost:$2,700/month
12-Month Investment:$27,540/year
36 Months (3 years):$82,620

Make

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

Make: $2,040 USD/year ($6,120 USD 36 Months (3 years)).

Usage Billing PredictabilityWhat usage costs as you scale
Show detailsHide details

Prototype / MVP (10 GB)

Comparative projection for Storage & Compute (GB)

Tray

Overage penalty:$0
Estimated Monthly Invoice:$20/mo
Low Risk

Make

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

Base Production (50 GB)

Comparative projection for Storage & Compute (GB)

Tray

Overage penalty:+$5/mo
Estimated Monthly Invoice:$25/mo
Low Risk

Make

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

Active Growth (250 GB)

Comparative projection for Storage & Compute (GB)

Tray

Overage penalty:+$41/mo
Estimated Monthly Invoice:$61/mo
High Risk

Make

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

Large Scale (1.000 GB (1 TB))

Comparative projection for Storage & Compute (GB)

Tray

Overage penalty:+$176/mo
Estimated Monthly Invoice:$196/mo
Critical Risk

Make

Most Cost-Effective
Overage penalty:+$179/mo
Estimated Monthly Invoice:$189/mo
Critical Risk
Bidirectional Migration Friction Index (MFI)
Show detailsHide details

Bidirectional Migration Friction Index (MFI)

TrayMake
Smooth Migration

Migration friction: Tray 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.

MakeTray
Smooth Migration

Migration friction: Make to Tray

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 Verdict

Migration friction is symmetric (0/100 in both directions). Both platforms exhibit comparable switching barriers in terms of data export, public APIs, and credential continuity.

Technical Transition Playbook: Tray to MakeCLI Runbook
4-stage execution protocol to switch dependencies with zero data loss and verifiable rollback.
Show detailsHide details
01

Data Extraction & Baseline Snapshot

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

https://api.tray.io/
02

Schema Mapping & Contract Validation

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

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

Dual-Ingestion Period (Dual-Writing)

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

export TELEMETRY_PRIMARY="make"
export TELEMETRY_SECONDARY="tray"
04

Decommissioning & Rollback Safety

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

# Check decommission
curl -I "https://tray.io/"

Architecture Decision Record for CTOs & Tech Leads

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

Select recommended tool:
Community Sentiment & Commercial Terms
Show detailsHide details

Technical Reputation of Tray

83/100 Technical Trust

Frequent Praises in Production

  • Connectivity with over 700 services and any external REST API.
  • Unified visual environment for automations and AI agents.
  • Centralized governance and audit trails per artifact.

Reported Production Frictions

  • Pricing model relies on custom enterprise contracts without public tiers.
  • Steep learning curve for advanced logic configurations.
Commercial Treatment & Vendor Lock-in:Requires Sales Contact

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

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.

Frequently Asked Questions: Tray vs Make

What are the key differences between Tray and Make?

Tray and Make deliver cloud-based iPaaS orchestration solutions with visual design. Tray prioritizes enterprise governance and AI agent integration via Model Context Protocol for large organizations, whereas Make features an ecosystem exceeding 3,500 apps, an accessible freemium model, and embedded code execution for flexible workflows.

How do Tray and Make pricing compare?

Tray starts at 0/mo under contact tier, while Make starts at 0.00/mo with freemium billing.

When should you choose Tray over Make?

If your priority is Enterprise iPaaS and AI agent orchestration platform., Tray is the optimal choice; for Visual automation and integration platform to build workflows and AI agents., Make provides superior benefits.

Explore more alternatives