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Tools/Ray Serve vs Modal
Ray Serve

Ray Serve

infrastructure
vs
Modal

Modal

infrastructure

Ray Serve vs Modal — Comparison

Overview
What each tool does and who it's for

Ray Serve

Based on the social mentions provided, Ray Serve appears to be well-regarded as part of the broader Ray ecosystem for distributed AI and ML workloads. Users appreciate its integration with popular tools like SGLang and vLLM for both online and batch inference scenarios, with new CLI improvements making large model development more accessible. The active community engagement through frequent meetups, office hours, and educational content suggests strong adoption and support, particularly for LLM inference at scale. The mentions focus heavily on technical capabilities and real-world production use cases, indicating Ray Serve is viewed as a serious solution for enterprise-scale AI deployment rather than just an experimental tool.

Modal

Bring your own code, and run CPU, GPU, and data-intensive compute at scale. The serverless platform for AI and data teams.

Based on the provided social mentions, there's very limited user feedback available about Modal. The mentions primarily consist of brief YouTube references to "Modal AI" without detailed reviews or commentary. One Hacker News post mentions OpenRouter integration for AI agents but doesn't provide specific insights about Modal's user experience or pricing. Without substantial user reviews or detailed social discussions, it's not possible to summarize user sentiment about Modal's strengths, complaints, pricing, or overall reputation from this data set.

Key Metrics
—
Avg Rating
—
1
Mentions (30d)
1
41,936
GitHub Stars
456
7,402
GitHub Forks
86
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Ray Serve

0% positive100% neutral0% negative

Modal

0% positive100% neutral0% negative
Pricing

Ray Serve

tiered

Pricing found: $100

Modal

usage-based + tieredFree tier

Pricing found: $0.001736 / sec, $0.001261 / sec, $0.001097 / sec, $0.000842 / sec, $0.000694 / sec

Features

Only in Ray Serve (1)

Ray Serve:...

Only in Modal (10)

Programmable infraBuilt for performanceElastic GPU scalingUnified observabilityInferenceTrainingSandboxesBatchNotebooksAI-native runtime
Developer Ecosystem
—
GitHub Repos
77
—
GitHub Followers
1,268
20
npm Packages
20
3
HuggingFace Models
2
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Ray Serve

No data yet

Modal

token cost (1)cost tracking (1)
Product Screenshots

Ray Serve

No screenshots

Modal

Modal screenshot 1
Company Intel
information technology & services
Industry
information technology & services
9
Employees
80
—
Funding
$112.0M
—
Stage
Series B
Supported Languages & Categories

Ray Serve

AI/MLDevOpsSecurityAnalyticsDeveloper Tools

Modal

AI/MLDevOpsSecurityDeveloper ToolsMarketing
View Ray Serve Profile View Modal Profile