Labelbox vs Peak

Labelbox — Infrastructure · Private · $189M raised · 2 of 2 figures sourced  |  Peak — Application · Acquired · $119M raised · 3 of 3 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

FieldLabelboxPeak
Capital raised$189M$119M Peak has 37% less
Employees—200
Founded20182015 3 yrs earlier
StatusPrivateAcquired
CategoryInfrastructureApplication
Stack layerAgent platform, Application, Data service, Developer tool, PlatformApplication, Platform
HeadquartersSan Francisco, USAManchester, United Kingdom

Capability overlap

Shared · 3

Agent orchestrationData analysisWorkflow automation

Not verified for Peak · 5

Data labellingEvaluation and observabilityModel inferenceModel trainingVector search

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

Not verified for Labelbox · 1

Financial analysis

Recorded for Peak. Labelbox’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

Labelbox

Application

AnnotateApplication

Annotate is the data labeling product within Labelbox, providing 10+ built-in editors for multimodal chat, LLM evaluation, prompt/response generation, computer vision and NLP, plus customizable labeling and review workflows and team performance monitoring.

CatalogApplication

Catalog is Labelbox's data curation and search product providing out-of-the-box search across images, text, video, conversations and documents over metadata, vector embeddings and annotations without building your own vector database infrastructure.

Platform

HorizonPlatform

Horizon supplies RL training gyms and evaluations for reasoning, tool use and computer use, using WorldSim to simulate enterprise environments such as GitLab, Jira, CRM, email and chat and to produce calibrated reward and preference signals for post-training.

Peak

Application

Peak AutopilotApplication

Agentic AI assistant that provides real-time insights and explainability by analyzing outputs across a customer's Peak deployment, in general availability.

Peak Inventory AIApplication

Sets stock levels across purchasing, production and fulfilment from demand forecasts.

Peak Pricing AIApplication

Recommends prices, markdowns and promotions for a retailer's catalogue.

Platform

PeakPlatform

Decision-intelligence platform that sets pricing and inventory levels from a company's commercial data.

No counterpart

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

Agent platform

RecursionAgent platform

Labelbox's reinforcement-learning platform for developing, evaluating and deploying enterprise specialist agents, connecting RL environments, evaluation systems and a training loop that fine-tunes models from graded rollout trajectories.

Developer tool

Labelbox FoundryDeveloper tool

Foundry runs third-party foundation models over data already in Labelbox to pre-label and enrich image, text and document datasets without code, routing the predictions to human review; billed as inference cost per model run plus Labelbox Units.

Data service

AlignerrData service

Alignerr is Labelbox's expert-network product that routes AI training and evaluation tasks to credentialed contributors across 200+ knowledge domains and 40+ countries and returns structured outputs for RL training, RLHF and evaluation workflows.

TerraData service

Terra is Labelbox's robotics data product delivering video, trajectories and multimodal annotations across pre-training, post-training and evaluation stages, including expert teleoperation with action labels and multiple camera perspectives for embodied foundation models.