Humain vs Labelbox

Humain — Foundation Models · Private · 1 of 1 figure sourced  |  Labelbox — Infrastructure · Private · $189M raised · 2 of 2 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

FieldHumainLabelbox
Sizenot disclosed$189M raised
Employees——
Founded20252018 7 yrs earlier
StatusPrivatePrivate match
CategoryFoundation ModelsInfrastructure
Stack layerAPI service, Agent platform, Infrastructure serviceAgent platform, Application, Data service, Developer tool, Platform
HeadquartersRiyadh, Saudi ArabiaSan Francisco, USA

Capability overlap

Shared · 5

Agent orchestrationData analysisModel inferenceModel trainingWorkflow automation

Not verified for Labelbox · 1

GPU cloud

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

Not verified for Humain · 3

Data labellingEvaluation and observabilityVector search

Recorded for Labelbox. Humain’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

Humain

Agent platform

HUMAIN ONEAgent platform

Agent-based interface that connects an organisation's systems and runs tasks across them from one place.

Labelbox

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.

No counterpart

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

API service

HUMAIN FabricAPI service

AI-native data platform that turns fragmented enterprise data into governed, agent-ready assets served over the Model Context Protocol (MCP), with governance built in.

Infrastructure service

HUMAIN COMPUTEInfrastructure service

Saudi data-centre and GPU capacity offered for training and serving models.

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

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.

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.

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.

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.