Oracle vs StepFun

Oracle — Application · Public · $454.4B mkt cap · 4 of 4 figures sourced  |  StepFun — Foundation Models · Private · $10B valuation · 2 of 2 figures sourced

Relationship

OCI Speech and 阶跃星辰 AI Studio (StepFun AI Studio) do comparable work on speech to text and text to speech; both also serve buyers who need to create synthetic voice and audio and turn speech into text; 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.

7 of 18 capabilitiesShared product typeSmaller scale

7 of 18 capabilities — Shares agent orchestration, knowledge retrieval, model inference and 4 more.

Ludbee capability tags · from the product records

Shared product type — Both ship API service, application, developer tool and 1 more.

Ludbee product records

Smaller scale — StepFun: $10B valuation, against Oracle's $454.4B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldOracleStepFun
Size$454.4B mkt cap$10B valuation different basis
Employees141,000—
Founded19772023 46 yrs later
StatusPublicPrivate
CategoryApplicationFoundation Models
Stack layerAPI service, Agent platform, Application, Data service, Developer tool, Infrastructure service, Model APIAI agent, API service, Application, Developer tool, Model API
HeadquartersAustin, USAShanghai, China

Capability overlap

Shared · 7

Agent orchestrationModel inferenceKnowledge retrievalSpeech to textText to speechVoice agentWorkflow automation

Not verified for StepFun · 11

AI compute hardwareClinical documentationCustomer supportData analysisDocument extractionGPU cloudGuardrails and safetyModel trainingTranslationVector searchVideo analytics

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

Not verified for Oracle · 5

Agentic codingCode generationImage generationText generationSearch answers

Recorded for StepFun. Oracle’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

Oracle

Application

Oracle AI Agent StudioApplication

Low-code/pro-code platform to design, configure, test and deploy AI agents natively within Oracle Fusion Cloud Applications, with pre-built templates, multi-agent orchestration and document/RAG support across ERP, HCM, SCM and CX.

Oracle Health Clinical AI AgentApplication

Agent that automates clinical documentation, coding, dictation and chart review for physicians inside Oracle Health's EHR platform.

API service

OCI Document UnderstandingAPI service

Service that extracts text, tables and structured fields from documents via API and CLI.

OCI LanguageAPI service

Natural-language API for sentiment analysis, entity recognition, text classification and translation, billed per 1,000 transactions or per dedicated inferencing unit-hour.

OCI SpeechAPI service

Service that transcribes speech to text and synthesises text to speech, billed per transcription hour.

OCI VisionAPI service

Image-analysis API for object detection, OCR and custom vision model training, billed per 1,000 transactions or per processed video minute.

Developer tool

OCI Data ScienceDeveloper tool

Managed platform for building, training and deploying machine-learning models with notebooks, GPU-backed training and MLOps pipelines.

Model API

Generative AI CapabilitiesModel API

Oracle Cloud service that serves models from Cohere, Meta, xAI, Google and OpenAI behind one API, with fine-tuning and dedicated clusters.

StepFun

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.

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.

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.

No counterpart

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

Agent platform

OCI Enterprise AIAgent platform

Oracle's platform for building, deploying and governing production AI agents with managed foundation-model access, enterprise data retrieval and workflow orchestration.

Oracle Digital AssistantAgent platform

Platform for building conversational chatbots and voice interfaces for business applications, billed per 1,000 requests.

Infrastructure service

OCI Compute for GPUsInfrastructure service

On-demand and bare-metal NVIDIA and AMD GPU instances, scalable into large clusters, sold for AI training and inference and billed per GPU-hour.

Data service

Oracle Autonomous AI DatabaseData service

Self-managing Oracle database with built-in vector search and model calls over the data it stores.

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

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.

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