StepFun vs Uniphore

StepFun — Foundation Models · Private · $10B valuation · 2 of 2 figures sourced  |  Uniphore — Infrastructure · Private · $2.5B valuation · 3 of 3 figures sourced

Relationship

阶跃AI (StepFun AI) and Real-time Guidance Agent do comparable work on speech to text; both also serve buyers who need to 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.

6 of 12 capabilitiesShared product typeSmaller scale

6 of 12 capabilities — Shares agent orchestration, knowledge retrieval, model inference and 3 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application.

Ludbee product records

Smaller scale — Uniphore: $2.5B valuation, against StepFun's $10B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldStepFunUniphore
Valuation$10B$2.5B Uniphore has 4.0× smaller
Employees—869
Founded20232008 15 yrs earlier
StatusPrivatePrivate match
CategoryFoundation ModelsInfrastructure
Stack layerAI agent, API service, Application, Developer tool, Model APIApplication, Data service, Platform
HeadquartersShanghai, ChinaPalo Alto, USA

Capability overlap

Shared · 6

Agent orchestrationModel inferenceKnowledge retrievalSpeech to textVoice agentWorkflow automation

Not verified for Uniphore · 6

Agentic codingCode generationImage generationText generationText to speechSearch answers

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

Not verified for StepFun · 7

Customer supportData analysisData securityHR and recruitingMarketing contentMeeting notesSummarization

Recorded for Uniphore. StepFun’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

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.

Uniphore

Application

Communication Recording AgentApplication

A cloud-native enterprise communication recording application that captures voice and screen data, marketed as the capture layer that makes conversation data available to AI. It records uncompressed stereo audio with multi-channel support, includes transcription, and provides customizable policy engines for recording, retention, storage and export alongside MiFID II, Dodd-Frank, PCI DSS and GDPR compliance controls.

Conversation Insights AgentApplication

A generative-AI conversational intelligence application that analyses 100% of customer conversations to surface trends, sentiment and actionable insights. It automates QA scoring across all calls rather than manual sampling, and surfaces emerging call drivers beyond predefined categories.

Real-time Guidance AgentApplication

An AI agent-assist application that gives contact centre agents in-call support: pre-call intelligence pulled from CRM and past interactions, knowledge assist that delivers contextual answers without manual search, generative conversation summaries with disposition capture, and sentiment detection. A manager dashboard provides live transcription and real-time performance alerts.

Recruiting AgentApplication

An AI recruiting application that summarises resumes and job descriptions, suggests interview questions, and provides real-time co-pilot guidance to interviewers based on candidate background and role requirements. Generative AI automates the creation of interview questions, summaries and notes.

Sales Interaction AgentApplication

An enterprise sales AI application that analyses the visual, verbal and tonal cues of every sales interaction to surface deal insights and automate administrative work. It provides real-time meeting assistance using emotion AI and generative AI, buyer sentiment and engagement analysis, sales methodology adherence tracking, a searchable sales knowledge base, and AI coaching.

Self-Service AgentApplication

A conversational automation application providing virtual agents across voice and digital channels. It includes emotion AI for sentiment detection and empathetic response, multilingual support with automatic language detection, a no-code conversation designer for business users, and generative-AI training that auto-generates intent phrases.

No counterpart

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

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.

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.

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

Platform

Uniphore Agentic LayerPlatform

Builds and orchestrates enterprise AI agents with visual workflows, an orchestration engine and third-party agent integration.

Uniphore Business AI CloudPlatform

A four-layer enterprise AI platform — data, knowledge, model and agentic layers — meant to unify what a large company already has rather than replace it.

Uniphore Data LayerPlatform

Connects and governs enterprise data for AI without copying it.

Uniphore Knowledge LayerPlatform

Prepares enterprise knowledge for retrieval and model tuning.

Uniphore Marketing AIPlatform

Predicts customer behavior and automates marketing execution.

Uniphore Model LayerPlatform

Manages model inference, fine-tuning and orchestration.

Data service

CDP AgentData service

An AI-first, composable customer data platform that connects to existing data warehouses without migration using a zero-copy architecture. It provides AI-powered audience segmentation, journey orchestration, identity resolution across anonymous and known customers, and omnichannel campaign activation. This is the productised form of the acquired ActionIQ platform.