Cresta vs Labelbox

Cresta — Application · Private · $1.6B valuation · 4 of 4 figures 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

FieldCrestaLabelbox
Size$1.6B valuation$189M raised different basis
Employees508—
Founded20172018 1 yrs later
StatusPrivatePrivate match
CategoryApplicationInfrastructure
Stack layerAI agent, ApplicationAgent platform, Application, Data service, Developer tool, Platform
HeadquartersPalo Alto, USASan Francisco, USA

Capability overlap

Shared · 4

Agent orchestrationData analysisEvaluation and observabilityWorkflow automation

Not verified for Labelbox · 5

Customer supportEducation and tutoringKnowledge retrievalSummarizationVoice agent

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

Not verified for Cresta · 4

Data labellingModel inferenceModel trainingVector search

Recorded for Labelbox. Cresta’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

Cresta

Application

AI AnalystApplication

Conversational research tool: poses natural-language questions over customer interaction data and returns evidence-grounded charts, comparisons and written answers.

AI ReceptionistApplication

Automated 24/7 phone-answering system for small businesses that captures leads, books/reschedules appointments, answers questions and routes calls.

Agent Operations CenterApplication

A supervision surface for a contact centre running both people and AI agents, giving real-time oversight and guidance across the two.

Automation DiscoveryApplication

Identifies which customer conversations are automation candidates, assigns a readiness score by volume/complexity/resolution rate, and exports discovered flows into Cresta's AI Agent Builder.

Cresta Agent AssistApplication

Real-time AI that listens to live contact-center conversations and surfaces behavioral coaching, source-backed answers and after-call summaries directly inside an agent's existing tools.

Cresta Conversation IntelligenceApplication

Analyzes 100% of customer conversations across human and AI agents to surface behavioral drivers of CSAT, handle time and revenue, combining Cresta Insights, Quality Management and Coach.

Cresta OperaApplication

The no-code AI workflow engine that powers every Cresta product ('Opera GenAI Intents, Opera Workflows, Opera Analyzer'), letting contact-center teams configure and continuously optimize AI without writing code.

Knowledge AgentApplication

Continuously listens during customer interactions and surfaces precise answers in real time, grounded in conversation and on-screen context (account status, order history), guiding agents through complex workflows.

Synthetic CustomersApplication

Analyzes conversation data to generate realistic customer personas, ranked by traffic volume and traced to source conversations, for AI-agent testing, human-agent training and voice-of-customer simulation.

Training SimulatorApplication

Lets contact-center agents practice against AI-simulated customers built from real conversations, for onboarding, continuous skill development and targeted coaching.

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.

No counterpart

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

AI agent

Cresta AI AgentAI agent

Cresta's autonomous contact-centre agent, handling customer conversations end to end rather than coaching a human through them.

Labelbox sells these in a stack layer with no product recorded for Cresta 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.

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.