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Modal vs Salesforce Heroku Comparison

Last updated:

Modal

4.7(185 reviews)

Starting at Free free

  • Small Business
  • Mid-Market

Modal is a serverless cloud platform for running Python code on GPUs and CPUs in the cloud with zero infrastructure management. Developers define functions with a Python decorator, and Modal handles containerization, GPU…

Salesforce Heroku

4.5(245 reviews)

Starting at $7 /Month

  • Large Enterprises
  • Medium Business

Salesforce Heroku is a high-performance application creation platform designed to help businesses connect with their customers seamlessly. With its advanced CRM data and efficient tools, it enables developers to easily p…

Modal leads on user satisfaction with a 4.7-star rating across 185 reviews.

Modal vs Salesforce Heroku — at a glance

FeatureModalSalesforce Heroku
Rating4.7 / 54.5 / 5
Reviews185245
Starting priceFree free$7 /Month
Free trial No No
Free version No No
Best forSmall Business, Mid-Market, EnterpriseLarge Enterprises, Medium Business, Small Business
CategoryCloud Platform as a Service (PaaS) SoftwareCloud Platform as a Service (PaaS) Software
PlatformsCloudSaaS/Web/Cloud
APIAvailableAvailable
Support modesCommunity Slack, Help Center, Email Support, Enterprise Support24/7 (Live rep), Business Hours, Online
CertificationsSOC 2, HIPAA, GDPR, ISO 27001
Data residencyGlobal

Key differences between Modal and Salesforce Heroku

  • Pricing: Modal starts at Free free, while Salesforce Heroku starts at $7 /Month.
  • Target audience: Modal is built for Small Business and Mid-Market, while Salesforce Heroku targets Large Enterprises and Medium Business.
  • User satisfaction: Modal scores higher with a 4.7-star average.
  • Deployment: Modal supports Cloud; Salesforce Heroku supports SaaS/Web/Cloud.

Modal vs Salesforce Heroku — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Cloud Platform as a Service (PaaS) Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

Modal logo
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Salesforce Heroku - Cloud Platform as a Service (PaaS) Software
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Talk to an expert

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Biggest differences

Start here before you go deeper into features.

Modal

Best for

Small Business, Mid-Market, Enterprise

Salesforce Heroku

Best for building custom apps tightly integrated with Salesforce CRM data.

Choose if
  • You need seamless, automatic synchronization between apps and Salesforce CRM.
  • Your team includes developers who can leverage a high-performance app platform.
  • You want to personalize customer engagement apps using advanced CRM data.
Consider alternatives if
  • Your company lacks developer resources to manage and build custom apps.
  • You prefer ready-to-use SaaS solutions without complex setup or coding.

Modal typically suits Small Business and Mid-Market. Salesforce Heroku tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Modal is a serverless cloud platform for running Python code on GPUs and CPUs in the cloud with zero infrastructure management. Developers define functions with a Python decorator, and ... Read More about Modal

Salesforce Heroku is a high-performance application creation platform designed to help businesses connect with their customers seamlessly. With its advanced CRM data and efficient tools, it ... Read More about Salesforce Heroku

Entry Level Pricing

  • Starts from Free
  • Starts from $7

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

9.4/10

Not Available

User Ratings

Based on verified Spotsaas reviews

Best Company Size

51-500 employees500+ employees
Get pricing help
Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Modal

  • GPU in One Line of Python: `@app.function(gpu="A100")` is the entire infrastructure declaration — no Dockerfile, no Kubernetes manifest, no capacity planning.
  • Cost-Efficient Experimentation: Per-second billing with no minimums means ML experiments and fine-tuning runs cost only their actual compute time, eliminating reserved instance waste.
  • Scalable Batch Processing: Modal scales to thousands of parallel function invocations automatically, enabling large-scale data processing and batch inference jobs without cluster management.
Best fit

Best fit

Modal

  • ML researchers running fine-tuning and evaluation jobs on H100s without managing cloud infrastructure
  • Generative AI startups serving model inference at variable traffic levels with per-second cost efficiency
  • Data engineering teams running large-scale Python batch jobs on GPU clusters without DevOps overhead

Software Demo

Demo

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Step 1 of 4

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How do Modal and Salesforce Heroku Compare on Features?

Total Features

6 Features

6 Features

Unique Features

No unique features

No unique features

Get Quote
Get Quote

Compare Modal and Salesforce Heroku on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • Free
      • $7

      Pricing Plans

      • Free

        Free

        • $30 credits/month

        • All GPU types

        • Full feature access

        Show more +

      • Pay-as-you-go

        Custom

        paid

        • All GPUs

        • No idle charges

        • Standard support

        Show more +

      • Enterprise

        Custom

        paid

        • Volume discounts

        • Dedicated capacity

        • SLA

        Show more +

      • Not Available

      Pricing Page

      Pricing information not available

      Salesforce Heroku pricing

      Other Details

      Organization Types supported

      • Large Enterprises
      • Medium Business
      • Small Business
      • Individuals
      • Freelancers
      • Large Enterprises
      • Medium Business
      • Small Business
      • Individuals
      • Freelancers

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

      Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      SOC 2

      ✓ Yes

      HIPAA

      ✓ Yes

      GDPR

      ✓ Yes

      ISO 27001

      ✓ Yes

      Single Sign-On (SSO)

      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes

      Data Encryption

      ✓ Yes

      Audit Logs

      ✓ Yes

      Data Residency

      🌐 Global

      Modal User Reviews & Rating Comparison

      User Ratings

      4.7

      (based on 185 reviews)

      4.5

      (based on 245 reviews)

      Rating Distribution

      0

      0

      0

      0

      0

      0

      0

      0

      0

      0

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyer sentiment is very strong across 185 reviews, with consistently positive feedback.

      What buyers like

      • Zero infrastructure management — no Kubernetes, Docker registries, or EC2 instance sizing; a Python decorator is the entire deployment interface.
      • Per-second billing with no idle charges makes GPU-intensive experiments cost-efficient; teams only pay for actual compute time, not reserved instances that sit idle.
      • H100 and A100 GPU access on-demand with auto-scaling means small teams can run large-scale training or inference jobs that would otherwise require negotiating reserved GPU capacity.

      Common complaints

      • Cold start latency when containers spin up from idle can add 1-5 seconds to first requests — problematic for low-latency user-facing inference endpoints.
      • Vendor-specific Python API means Modal code is not portable to other cloud providers without refactoring.

      Buyer sentiment

      Users generally appreciate Heroku's performance and Salesforce integration but note the complexity and lack of transparent pricing as drawbacks.

      What buyers like

      • Integration with Salesforce CRM
      • Platform performance
      • Data synchronization capabilities

      Common complaints

      • Pricing transparency
      • Complexity for non-developers

      Pros and Cons

      • Zero infrastructure management — no Kubernetes, Docker registries, or EC2 instance sizing; a Python decorator is the entire deployment interface.

      • Per-second billing with no idle charges makes GPU-intensive experiments cost-efficient; teams only pay for actual compute time, not reserved instances that sit idle.

      • H100 and A100 GPU access on-demand with auto-scaling means small teams can run large-scale training or inference jobs that would otherwise require negotiating reserved GPU capacity.

      • Cold start latency when containers spin up from idle can add 1-5 seconds to first requests — problematic for low-latency user-facing inference endpoints.

      • Vendor-specific Python API means Modal code is not portable to other cloud providers without refactoring.

      • Seamless integration with Salesforce CRM data

      • High-performance platform for app development

      • Automatic data synchronization between apps and Salesforce

      • Pricing details are not publicly available

      • Requires developer expertise to fully leverage

      Used Modal or Salesforce Heroku? Tell buyers what actually differs.

      Media and Screenshots

      Videos

      No videos available.

      video-0

      3 Videos

      Top Alternatives to Modal and Salesforce Heroku in 2026

      Alternatives

      No Alternative products available.

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Modal or Salesforce Heroku?
      Modal edges out the other on user ratings (4.7 vs 4.5). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Modal and Salesforce Heroku offer a free trial?
      Neither Modal nor Salesforce Heroku currently lists a free trial.
      What is the starting price of Modal vs Salesforce Heroku?
      Modal starts at Free free. Salesforce Heroku starts at $7 /Month.
      What are the top alternatives to Salesforce Heroku?
      Top alternatives to Salesforce Heroku include Jelastic, KloudConnectors, The Cloud Connectors, Clustered Cloud, Agentforce Sales (formerly Salesforce Sales Cloud).