back to company universe
AI infrastructure

Luminal

Luminal builds an ML framework and compiler that generates GPU code. Our stack 10x's model speed while simplifying deployment and cutting idle GPU costs Github: https://github.com/luminal-ai/luminal Discord: https://discord.gg/APjuwHAbGy

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #2927

Luminal builds an ML framework and compiler that generates GPU code. Our stack 10x's model speed while simplifying deployment and cutting idle GPU costs Github: https://github.com/luminal-ai/luminal Discord: https://discord.gg/APjuwHAbGy

source
generated read
High Signal interpretation

Luminal is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
GPU codeLuminalML framework
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Luminal

AI infrastructure · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

TensorPool

match 61

Our CLI makes ML model training effortless - just describe your job, and we handle GPU orchestration and execution at half the cost of major cloud providers.

shared extracted concept terms: gpu, ml; shared product terms: ml, gpu, model, cost; shared product theme: developer infrastructure; same category: AI infrastructure; shared affiliation: Y Combinator

RightNow

match 59

RightNow AI is a research lab building GPU infrastructure that lets teams own their AI stack instead of depending on closed-source APIs. Our platform RunInfra takes any HuggingFace model, auto-generates optimized GPU kernels, and deploys it serverlessly with pay-per-token pricing RightNow AI lab: https://rightnowai.co RunInfra platform: https://runinfra.ai.

shared extracted concept terms: gpu; shared product terms: generate, gpu, stack, model; shared product theme: developer infrastructure; same category: AI infrastructure; shared affiliation: Y Combinator

atopile

match 48

atopile is a new language to design electronic circuit boards with code. We replace point and click graphical interfaces with code to bring software level automation and reuse to the field of hardware design. Our project is open source on GitHub! https://github.com/atopile/atopile

shared extracted concept terms: code; shared product terms: code, github, http, com; shared product theme: developer infrastructure; shared affiliation: Y Combinator

Mimiry

match 44

Mimiry offers a cloud GPU hub to close the gap between European GPU providers and AI/ML SME’s building the solutions of tomorrow.

shared extracted concept terms: gpu, ml; shared product terms: ml, gpu; shared product theme: developer infrastructure; same category: AI infrastructure

/dev/fast

match 43

/dev/fast is the AI-native code forge. Developers use it to drive token cost savings and cut mean time-in-review by 2x. Learn more at https://dev.fast

shared extracted concept terms: code; shared product terms: code, cost, http; shared product theme: developer infrastructure; same category: AI infrastructure; shared affiliation: Y Combinator

Inferless

match 42

A serverless GPU inference platform that enables rapid, scalable deployment of machine learning models without infrastructure management.

shared extracted concept terms: gpu; shared product terms: gpu, deployment, model; shared product theme: developer infrastructure; same category: AI infrastructure