Inferact vs Heroku

Side-by-side comparison of AI visibility scores, market position, and capabilities

Heroku leads in AI visibility (90 vs 53)
Inferact logo

Inferact

GrowthCloud & Infrastructure

LLM Inference

$150M seed at $800M valuation in Jan 2026, led by a16z and Lightspeed. Commercializes the open-source vLLM inference engine for enterprise LLM serving.

AI VisibilityBeta
Overall Score
C53
Category Rank
#120 of 305
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
48
Perplexity
49
Gemini
53

About

Inferact commercializes vLLM, the most widely used open-source LLM inference engine, for enterprise deployments. The company provides a managed platform, premium performance optimizations, and enterprise support around the open core, targeting teams that need high-throughput, cost-efficient inference at production scale.

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Heroku logo

Heroku

EmergingInfrastructure

Cloud Services

Salesforce-owned PaaS hosting 65M+ apps with git-push deployment; Heroku Connect syncs with Salesforce competing with Render and Railway for cloud application platform.

AI VisibilityBeta
Overall Score
A90
Category Rank
#8 of 305
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
86
Perplexity
88
Gemini
95

About

Heroku is a cloud application platform (PaaS) that enables developers to deploy, manage, and scale web applications without managing server infrastructure — supporting multiple programming languages (Ruby, Node.js, Python, Java, PHP, Go) and providing a simple git-based deployment workflow that made it the foundational platform for a generation of web developers. Founded in 2007 in San Francisco, Heroku was acquired by Salesforce in 2010 for $212 million and has since powered 65 million+ applications, serving 65 billion+ daily requests, with 200+ ecosystem add-on services in the Heroku Elements Marketplace.\n\nHeroku's deployment model allows developers to push code via git and have it automatically built and deployed to dynos (Heroku's containerized compute units) without configuring servers, load balancers, or deployment pipelines. Managed add-on services (PostgreSQL, Redis, logging, monitoring, email delivery) snap into applications without infrastructure configuration. Heroku Connect enables two-way data synchronization between Heroku PostgreSQL databases and Salesforce objects, creating a natural integration path for Salesforce customers building custom applications on Heroku.\n\nIn 2025, Heroku was named a Leader in the 2025 Gartner Magic Quadrant for Cloud-Native Application Platforms, with a new platform pilot available with GA targeted for early 2025. Heroku competes with Render, Railway, Fly.io, and AWS Elastic Beanstalk for PaaS and managed application hosting. After a period of stagnation under Salesforce ownership (including ending free dynos in 2022 and a high-profile security incident), Heroku has reinvested in the platform with modern infrastructure improvements. The 2025 strategy focuses on winning back developer trust through platform reliability improvements, deepening Salesforce ecosystem integration, and growing enterprise usage through the Salesforce sales channel.

Full profile

AI Visibility Head-to-Head

53
Overall Score
90
#120
Category Rank
#8
82
AI Consensus
77
stable
Trend
stable
48
ChatGPT
86
49
Perplexity
88
53
Gemini
95
53
Claude
94
55
Grok
91

Key Details

Category
LLM Inference
Cloud Services
Tier
Growth
Emerging
Entity Type
brand
platform

Capabilities & Ecosystem

Capabilities

Only Heroku
Cloud Services
Heroku is classified as platform (part of Salesforce).

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