Humain vs StepFun

Humain — Foundation Models · Private · 1 of 1 figure sourced  |  StepFun — Foundation Models · Private · $10B valuation · 2 of 2 figures sourced

Relationship

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

Aligned comparison

FieldHumainStepFun
Sizenot disclosed$10B valuation
Employees——
Founded20252023 2 yrs earlier
StatusPrivatePrivate match
CategoryFoundation ModelsFoundation Models match
Stack layerAPI service, Agent platform, Infrastructure serviceAI agent, API service, Application, Developer tool, Model API
HeadquartersRiyadh, Saudi ArabiaShanghai, China

Capability overlap

Shared · 3

Agent orchestrationModel inferenceWorkflow automation

Not verified for StepFun · 3

Data analysisGPU cloudModel training

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

Not verified for Humain · 9

Agentic codingCode generationImage generationKnowledge retrievalSpeech to textText generationText to speechVoice agentSearch answers

Recorded for StepFun. Humain’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

Humain

API service

HUMAIN FabricAPI service

AI-native data platform that turns fragmented enterprise data into governed, agent-ready assets served over the Model Context Protocol (MCP), with governance built in.

StepFun

API service

Step PlanAPI 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.

No counterpart

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

Agent platform

HUMAIN ONEAgent platform

Agent-based interface that connects an organisation's systems and runs tasks across them from one place.

Infrastructure service

HUMAIN COMPUTEInfrastructure service

Saudi data-centre and GPU capacity offered for training and serving models.

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

Application

阶跃AI (StepFun AI)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.

AI agent

StepClawAI 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

阶跃星辰 AI Studio (StepFun AI Studio)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

StepFun Open PlatformModel API

API access to StepFun's text, vision, speech and image models, with credit packages and enterprise plans.

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