Skip to content
New: the dataset now includes 2,277 company profiles and every supplied review record. See the methodology →
◎ RankGlobal mapped

Labelbox

Computer Vision · MLOps & InfrastructureSan Francisco, California, United StatesFounded 2018

Labelbox is the data factory for AI teams, providing software and services for reinforcement learning data, custom evaluations, and multimodal annotations to innovators defining the next frontier of AI. and.

4.6
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
101-250 employees
Typical budget
$100K+
Primary industry
Automotive & Mobility
Provider overview

A clear view of what Labelbox does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Computer Vision provider for Automotive & Mobility

Labelbox is the data factory for AI teams, providing software and services for reinforcement learning data, custom evaluations, and multimodal annotations to innovators defining the next frontier of AI. and. RankGlobal maps its primary capability to Medical Image Analysis within Computer Vision, with supporting relevance to 3D Computer Vision, Computer Vision. Its strongest supplied industry signals align with Automotive Manufacturing, General Retail, HealthTech Platforms.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Automotive & Mobility
Engagement profile·$100K+·101-250 employees·Product
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

Reinforcement Learning DataMultimodal AnnotationsWorkflow Automation

Tools and platforms named in Labelbox's supplied company profile.

Expertise

Named expertise on file

  • Evals Platform

    Providing a centralized suite to benchmark and improve the accuracy and safety of LLMs and generative AI.

    LLM EvaluationModel TuningAlignment
  • Alignerr Expert Network

    Connecting firms with specialized subject-matter experts to provide high-quality RLHF and data alignment.

    RLHFExpert NetworkHuman Feedback
  • Robotics Data Suite

    Delivering high-precision labeling and management tools specifically for 3D LiDAR and spatial robotics data.

    Robotics AILiDAR3D Labeling
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Labelbox, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Computer Vision
Compared with
494 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
56th percentile of 494 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Computer Vision among 494 published providers

Average rating4.58 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth12 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision92%
MLOps & Infrastructure76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
4 industries on the map
4
Automotive & Mobility25%
Healthcare & Life Sciences25%
Retail, Wholesale & Consumer Goods25%
Technology, Software & Digital Infrastructure25%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct17% · 2
Supported83% · 10

Imported mapping grades across 12 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Labelbox presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 10 reviews back the commercial profile.

Current positioning: P56 evidence quality · P7 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Automotive & Mobility buyers evaluating Computer Vision at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.6
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

4 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Integrating Professional Labeling via Specialized AI CI/CD Pipelines

The most professional labeling UI. It fits into our CI/CD pipeline like a glove.

AI Engineering
5
Optimizing Medical Imagery via Specialized Non-Distracting AI Interfaces

Our radiologists love the interface. It's clean and doesn't distract from the medical imagery.

CTO, Healthcare
5
Slashing Labeling Costs by 50% via Specialized AI Foundation Models

Model-assisted labeling cut our costs by 50%. The foundation model integrations are key.

Innovation VP
4
Mastering Metadata Management via Specialized Large-Scale AI Labeling

Can be slow with massive 100k+ datasets, but the metadata management is unmatched.

Tech Lead
5
Ensuring Stakeholder Confidence via Specialized AI Quality Tracking

Easy to track labeler quality and rate of progress. Keeps our stakeholders confident.

Product Mgr
4
Securing Fortune 500 Data via Specialized Enterprise-Grade AI

Enterprise pricing is steep, but it’s the most secure platform for Fortune 500 needs.

Finance Head
5
Ensuring SOC2 Compliance via Reliable Specialized AI Performance

Reliable performance and SOC2 compliance. We trust them with our most sensitive client data.

Ops Director
5
Resolving Enterprise Issues via Specialized Dedicated AI Support

The dedicated support for enterprise plans is fantastic. They resolve issues within hours.

Support Lead
5
Bridging Curation Gaps via Strategic AI-Driven Scalable Innovation

Helping us bridge the gap with AI-driven data curation at scale. A brilliant partner.

CDO, Retail

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
8
4
2
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Labelbox, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Automotive & Mobility
Typical budget
$100K+
Team size
101-250 employees
  1. 1
    Name the use case

    Say which Computer Vision problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Automotive & Mobility — the strongest industry signal on this profile.

Enquire about Labelbox

Three fields. Anything longer belongs on the full contact page, linked below.