LightOn vs Snowflake

LightOn — Foundation Models · Public · $29.6M mkt cap · 3 of 3 figures sourced  |  Snowflake — Infrastructure · Public · $116B mkt cap · 4 of 4 figures sourced

Relationship

LightOn API and Cortex Search do comparable work on vector search; larger scale (public).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

4 of 5 capabilitiesShared product typeLarger scale

4 of 5 capabilities — Shares document extraction, knowledge retrieval, text generation and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship API service.

Ludbee product records

Larger scale — Snowflake: $116B market cap, against LightOn's $29.6M market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldLightOnSnowflake
Market cap$29.6M$116B Snowflake has 3919× more
Employees409,060 Snowflake has 226× more
Founded20162012 4 yrs earlier
StatusPublicPublic match
CategoryFoundation ModelsInfrastructure
Stack layerAPI service, ApplicationAI agent, API service, Platform
HeadquartersParis, FranceBozeman, USA

Capability overlap

Shared · 4

Document extractionKnowledge retrievalText generationVector search

Not verified for Snowflake · 1

Summarization

Recorded for LightOn. Snowflake’s product records say nothing either way — a missing record is not a missing capability.

Not verified for LightOn · 6

Agent orchestrationAgentic codingCode generationData analysisModel inferenceWorkflow automation

Recorded for Snowflake. LightOn’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

LightOn

API service

LightOn APIAPI service

Retrieval API with parse, extract and retrieve endpoints for building document-grounded applications.

Snowflake

API service

Cortex AgentsAPI service

A REST API that orchestrates Cortex Analyst, Cortex Search and custom tools in a single reasoning loop for building enterprise AI agents.

Cortex AnalystAPI service

A Cortex API that converts natural-language questions into governed SQL against a semantic model for self-service analytics.

Cortex SearchAPI service

A managed hybrid vector-and-keyword retrieval service for building RAG applications over Snowflake-hosted structured and unstructured data.

Document AIAPI service

A Cortex document-processing service, built on Snowflake's Arctic-TILT model, that extracts structured data from PDFs and other unstructured documents.

No counterpart

LightOn sells these in a stack layer with no product recorded for Snowflake yet — nothing on the other side to compare them against.

Application

LightOn EnterpriseApplication

Chat interface deployed inside an organisation that answers from its own documents, hosted in the EU.

Snowflake sells these in a stack layer with no product recorded for LightOn yet — nothing on the other side to compare them against.

AI agent

Snowflake CoCoAI agent

A data-native autonomous coding agent, rebranded from Cortex Code, that turns natural-language requests into pipelines, analytics, models, apps and agents from a desktop app, CLI or Snowsight.

Snowflake CoWorkAI agent

An enterprise AI work agent, rebranded from Snowflake Intelligence, letting knowledge workers question enterprise data and act across connected tools such as Slack, Gmail and Salesforce.

Platform

Snowflake AI Data CloudPlatform

Managed data platform for storing, querying and governing data, with model and agent features running next to it.

Snowflake Cortex AIPlatform

Set of model, search and agent features that run inside Snowflake against data already in the account.

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