Fireworks AI vs UiPath

Fireworks AI — Infrastructure · Private · $17.5B valuation · 4 of 4 figures sourced | UiPath — Application · Public · $7.2B mkt cap · 5 of 5 figures sourced

Relationship

Fireworks AI and UiPath AI Center do comparable work on model training; smaller scale (public); ships agent platform, application and 2 more rather than the same layer.

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

3 of 5 capabilitiesDifferent layerSmaller scale

3 of 5 capabilities — Shares agent orchestration, model inference and model training.

Ludbee capability tags · from the product records

Different layer — UiPath ships agent platform, application and 2 more, not the same layer.

Ludbee product records

Smaller scale — UiPath: $7.2B market cap, against Fireworks AI's $17.5B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldFireworks AIUiPath

Size$17.5B valuation$7.2B mkt cap different basis

Employees1153,981 UiPath has 35× more

Founded20222005 17 yrs earlier

StatusPrivatePublic

CategoryInfrastructureApplication

Stack layerAPI service, Model APIAgent platform, Application, Developer tool, Platform

HeadquartersSan Mateo, USANew York, USA

Capability overlap

Shared · 3

Agent orchestrationModel inferenceModel training

Not verified for UiPath · 2

Model hostingSpeech to text

Recorded for Fireworks AI. UiPath’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Fireworks AI · 4

Agentic codingData analysisDocument extractionWorkflow automation

Recorded for UiPath. Fireworks AI’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

Fireworks AI

No shared stack layer with the other side.

UiPath

No shared stack layer with the other side.

No counterpart

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

API service

Fireworks InferenceAPI service

Serving for frontier open models and for a customer's own post-trained versions of them, on an inference engine tuned at each layer.

Fireworks Speech RecognitionAPI service

Real-time and batch speech-to-text on Fireworks, aimed at voice workflows that need low-latency transcription at scale.

Fireworks TrainingAPI service

Training and retraining of custom models on Fireworks, offered across several training surfaces and served on the same platform.

Model API

Fireworks AIModel API

Hosted API for serving and fine-tuning open-weight models, billed per token.

Fireworks NexusModel API

Drop-in API endpoint that routes each request across models to trade cost against quality.

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

Application

UiPath AutopilotApplication

Assistant that builds and runs automations from natural-language instructions inside the UiPath platform.

UiPath Communications MiningApplication

Extracts intent, sentiment and context data from messages and communications, part of the UiPath IXP platform.

UiPath Document UnderstandingApplication

Extracts and interprets data from documents using AI, part of the UiPath IXP platform.

UiPath IXPApplication

Intelligent Xtraction & Processing: classifies documents and communications of any layout, extracts and validates the fields, and hands the result to UiPath's agents and workflows as automation-ready data.

UiPath Maestro CaseApplication

Case-management capability of UiPath Maestro for document-heavy cases combining agents and people.

UiPath Maestro FlowApplication

Orchestrates AI agents and deterministic workflows together within UiPath Maestro.

UiPath Process IntelligenceApplication

Discovers and analyzes business processes to find automation opportunities.

UiPath ScreenPlayApplication

Executes interface automations from natural-language instructions.