GitLab vs Sourcegraph

GitLab — Application · Public · $8.3B mkt cap · 4 of 4 figures sourced  |  Sourcegraph — Application · Private · $2.6B valuation · 3 of 3 figures sourced

Relationship

GitLab Orbit and Sourcegraph Deep Search do comparable work on code search; smaller scale (private).

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

4 of 9 capabilitiesShared product typeSmaller scale

4 of 9 capabilities — Shares code generation, code search, data analysis and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent and developer tool.

Ludbee product records

Smaller scale — Sourcegraph: $2.6B valuation, against GitLab's $8.3B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldGitLabSourcegraph
Size$8.3B mkt cap$2.6B valuation different basis
Employees2,580—
Founded20142013 1 yrs earlier
StatusPublicPrivate
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, Data service, Developer tool, PlatformAI agent, Application, Developer tool
HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 4

Code generationCode searchData analysisKnowledge retrieval

Not verified for Sourcegraph · 5

Agent orchestrationAgentic codingCode reviewModel hostingModel inference

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

Not verified for GitLab · 1

Workflow automation

Recorded for Sourcegraph. GitLab’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

GitLab

AI agent

GitLab Duo with Amazon QAI agent

Add-on that embeds Amazon Q agents in GitLab Self-Managed to perform feature planning, code generation, unit test generation, merge request review, vulnerability remediation and Java codebase upgrades.

Developer tool

GitLab Duo Code SuggestionsDeveloper tool

Code completion and generation in the IDE that predictively completes code blocks, writes function logic and generates tests inside GitLab-supported editors.

Sourcegraph

AI agent

Sourcegraph Agentic Batch ChangesAI agent

Runs a single migration across every repository an organisation owns, driven by an agent rather than a hand-written script per repo.

Developer tool

Sourcegraph Code SearchDeveloper tool

Searches and edits code across every repository an organisation has.

No counterpart

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

Agent platform

GitLab Duo Agent PlatformAgent platform

Agent platform inside GitLab that combines conversational assistance with purpose-built agents for planning, development, security and deployment, governed by the same enterprise controls as the repository.

Platform

GitLab Duo Agent Platform Self-HostedPlatform

Add-on that runs the GitLab AI Gateway and customer-chosen large language models inside the customer's own infrastructure so GitLab Duo request and response data stays in that environment.

Data service

GitLab OrbitData service

Context graph that indexes a GitLab instance's code, merge requests, pipelines, deployments and ownership data into a queryable property graph for AI agents and engineers.

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

Application

Sourcegraph Code InsightsApplication

Tracks metrics across every repository an organisation has — migration progress, dependency versions, code health — computed from the same search index Code Search uses.

Sourcegraph Deep SearchApplication

A retrieval layer built to answer questions about a codebase at scale, feeding an AI agent the context it needs to reason across every repository.

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