Atlassian vs StepFun
Relationship
Rovo Dev and Step Plan do comparable work on agentic coding; both also serve buyers who need to code with an AI assistant; 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 capabilities — Shares agent orchestration, agentic coding, code generation and 3 more.
Ludbee capability tags · from the product recordsShared product type — Both ship AI agent, API service and application.
Ludbee product recordsSmaller scale — StepFun: $10B valuation, against Atlassian's $48.2B market cap.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 6
Not verified for StepFun · 6
Recorded for Atlassian. StepFun’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Atlassian · 6
Recorded for StepFun. Atlassian’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
Atlassian
Application
Workforce-planning app in the Atlassian Strategy Collection that maps positions, skills and capacity to strategic initiatives so leaders can see how each initiative is staffed and spot gaps. Atlassian titles it 'AI-first Workforce Planning' and promises 'intelligent workforce planning guidance', but the product page names no specific AI mechanism beyond that.
External customer-service app sold only inside the Atlassian Service Collection: AI agents built in Agent Studio resolve common requests and escalate complex ones, a Rovo-powered omnichannel workspace keeps each customer's conversation in one thread, Voice AI answers calls and turns them into work items with transcripts, and human agents get AI help finding answers and summarising issues.
AI feature suite inside Loom (owned by Atlassian) that automatically generates titles, summaries and chapters, and converts recorded videos into documents, Jira/Linear issues or messages.
API service
A hosted Model Context Protocol server that lets external LLMs, IDEs and agent platforms securely search and fetch data from Jira, Confluence and other Atlassian Cloud products.
AI agent
Atlassian's agentic AI coding product for the software development lifecycle, available as a CLI, a VS Code extension, and inside Bitbucket Cloud and GitHub, covering planning, code generation, code review and automation.
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.
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.
No counterpart
Atlassian sells these in a stack layer with no product recorded for StepFun yet — nothing on the other side to compare them against.
Agent platform
AI that connects across Jira, Confluence and a team's other work through the Teamwork Graph -- contextual search and answers plus agents that automate workflow steps.
A no-code workspace inside Rovo for building, deploying and governing AI agents, automations and apps against Atlassian's Teamwork Graph.
StepFun sells these in a stack layer with no product recorded for Atlassian yet — nothing on the other side to compare them against.
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.