Appen vs Labelbox: which does AI recommend?

Since May 29 · · ChatGPT and Google AI Mode

Based on 203 AI responses that name bothReviewed by

How we measure

When AI names both, it lists and first about equally often. It recommends both about as often.

Head to head

Listed first when AI names both

AppenAppen: 47%LabelboxLabelbox: 53%

Recommended when named

AppenAppen: 79%
LabelboxLabelbox: 84%

Pick Appen for

  • RLHF services Usually

Pick Labelbox for

  • Self-driving car datasets Usually
  • Human-in-the-loop alignment Almost always
  • LLM fine-tuning data Usually

Topic by topic

Appen named more2About even1Labelbox named more11

Appen named more

Labelbox named more

About even1

Only Appen is ranked in2

Only Labelbox is ranked in12

What people ask AI about Appen and Labelbox

Appen listed firstLabelbox listed first
  1. I am preparing data for a large-scale ML model. Who offers data cleaning and labeling services at scale?Appen usually first
  2. I am planning to crowdsource RLHF data. Who manages crowd teams for preference ranking?Appen almost always first
  3. We are implementing "continuous alignment." Who offers Reinforcement Learning from Human Feedback (RLHF) services?Appen usually first
  4. The problem is, managing our remote labeling workforce is difficult. What is the best data labeling platform with built-in workforce management?Labelbox often first
  5. I'm looking to outsource my entire data labeling project. What is the best managed data labeling service for a startup?Labelbox often first
  6. We are building a dataset for self-driving cars. Who offers image segmentation annotation services?Labelbox usually first
  7. As a startup training proprietary models, we need a reliable platform to host our human-in-the-loop alignment tasks; which vendors are the top choices for RLHF services today?Labelbox almost always first
  8. I want to create high-quality training data for fine-tuning an LLM. What's the best platform for creating instruction-tuning datasets with human experts?Labelbox usually first

Who AI mentions first

Appen listed firstLabelbox listed first

The lead changes hands from month to month; September is 's strongest month yet.

  1. JunAppen listed first: 48%Labelbox listed first: 52%
  2. JulAppen listed first: 47%Labelbox listed first: 53%
  3. AugAppen listed first: 49%Labelbox listed first: 51%
  4. SepAppen listed first: 42%Labelbox listed first: 58%

Google AI Mode lists first slightly more often. ChatGPT Search is level.

  • ChatGPTAppen listed first: 49%Labelbox listed first: 51%
  • Google AI ModeAppen listed first: 43%Labelbox listed first: 57%

Sources AI cites

Appen favouredNeither favouredLabelbox favoured

Other brands AI mentions

appears in most of these answers, with and also appearing in many.

BrandMentioned in
  1. Scale91%
  2. iMerit49%
  3. Surge AI45%
  4. SuperAnnotate38%
  5. Toloka37%
  6. TELUS Digital24%
  7. CloudFactory24%
  8. Sama18%
  9. Prolific16%
  10. Encord15%
  11. Label Studio14%
  12. Argilla10%

Appen vs Labelbox: common questions

Do ChatGPT and Google AI Mode recommend Appen or Labelbox?
Google AI Mode lists Labelbox first slightly more often. ChatGPT Search is level.
What are the alternatives to Appen and Labelbox?
Scale appears in most of these answers, with iMerit and SuperAnnotate also appearing in many.
When is Appen the better pick?
AI usually lists Appen first for: RLHF services.
When is Labelbox the better pick?
AI usually lists Labelbox first for: Self-driving car datasets; Human-in-the-loop alignment; LLM fine-tuning data.

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