Glean (Glean Technologies) vs StepFun
Relationship
Work Hub and 阶跃AI (StepFun AI) do comparable work on search answers; similar scale (private).
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
5 of 8 capabilities — Shares agent orchestration, knowledge retrieval, model inference and 2 more.
Ludbee capability tags · from the product recordsShared product type — Both ship application.
Ludbee product recordsAligned comparison
Capability overlap
Shared · 5
Not verified for StepFun · 3
Recorded for Glean (Glean Technologies). StepFun’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Glean (Glean Technologies) · 7
Recorded for StepFun. Glean (Glean Technologies)’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
Glean (Glean Technologies)
Application
Governs model traffic, tool calls and enterprise AI context flowing through third-party AI applications.
Enterprise-context AI coworker that answers questions, summarizes documents and takes action grounded in a company's own connected data.
Builds enterprise context for AI from a company's applications, people and relationships (the knowledge/enterprise graph underlying Glean's other products).
Model-routing and cost-optimization layer for the Glean platform: routes each task to the best of 40+ LLMs by cost/performance, runs continual memory learning across surfaces, and orchestrates an agent harness for long-running work.
Governs AI wherever work happens: sensitive-data and AI-interaction protection, agent-permission enforcement, prompt-injection defense (96.9% detection accuracy) and end-to-end audit logging.
Permissions-aware enterprise search across 100+ connected apps, using deep-learning semantic understanding and a company knowledge graph for personalized, real-time-indexed results.
Announced ("coming soon") module that maps enterprise workflows, ranks AI-automation opportunities, drafts agent blueprints for Glean Agent Builder, and tracks ROI of AI adoption.
An intelligent company homepage that brings work, knowledge and agents into one surface.
StepFun
Application
StepFun's consumer AI assistant, available on the web and as Windows and macOS desktop clients, offering web search, knowledge-base Q&A, image creation, tool use and speech recognition.
No counterpart
Glean (Glean Technologies) sells these in a stack layer with no product recorded for StepFun yet — nothing on the other side to compare them against.
Platform
Searches a company's connected applications and runs assistants and agents over what it finds.
StepFun sells these in a stack layer with no product recorded for Glean (Glean Technologies) yet — nothing on the other side to compare them against.
API service
A subscription service from the StepFun Open Platform that supplies a monthly Credit pool for calling StepFun's flagship models from third-party coding tools and agent clients such as Claude Code, Cursor, OpenClaw, Cline and Zed.
AI agent
A one-click cloud-deployed AI agent offered inside the 阶跃AI assistant that interprets instructions and carries out tasks autonomously.
Developer tool
A browser-based workspace for building, testing and deploying AI applications on StepFun's models, with a playground, a showcase library of example apps and a personal asset library.
Model API
API access to StepFun's text, vision, speech and image models, with credit packages and enterprise plans.