Labelbox vs Toloka: which does AI recommend?

Since May 29 · · ChatGPT and Google AI Mode

Based on 155 AI responses that name bothReviewed by

How we measure

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

Head to head

Listed first when AI names both

LabelboxLabelbox: 52%TolokaToloka: 48%

Recommended when named

LabelboxLabelbox: 90%
TolokaToloka: 97% (Toloka leads)

Pick Labelbox for

  • Remote workforce management Almost always

Pick Toloka for

  • Crowdsource RLHF data Usually
  • Continuous alignment Usually

Topic by topic

Labelbox named more3About even1Toloka named more2

Labelbox named more

Toloka named more

About even1

Only Labelbox is ranked in12

Only Toloka is ranked in1

What people ask AI about Labelbox and Toloka

Labelbox listed firstToloka listed first
  1. I am planning to crowdsource RLHF data. Who manages crowd teams for preference ranking?Toloka usually first
  2. We are implementing "continuous alignment." Who offers Reinforcement Learning from Human Feedback (RLHF) services?Toloka usually first
  3. 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?Leans Labelbox
  4. 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 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. The problem is, managing our remote labeling workforce is difficult. What is the best data labeling platform with built-in workforce management?Labelbox almost always first

Who AI mentions first

Labelbox listed firstToloka listed first

The lead changes hands from month to month.

  1. JunLabelbox listed first: 64%Toloka listed first: 36%
  2. JulLabelbox listed first: 48%Toloka listed first: 52%
  3. AugLabelbox listed first: 55%Toloka listed first: 45%
  4. SepLabelbox listed first: 48%Toloka listed first: 53%

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

  • ChatGPTLabelbox listed first: 51%Toloka listed first: 49%
  • Google AI ModeLabelbox listed first: 54%Toloka listed first: 46%

Sources AI cites

Labelbox favouredNeither favouredToloka favoured

Other brands AI mentions

and also appear in these answers.

BrandMentioned in
  1. Scale88%
  2. Surge AI68%
  3. Appen48%
  4. iMerit39%
  5. Argilla23%
  6. SuperAnnotate21%
  7. Prolific19%
  8. Turing15%
  9. Sama14%
  10. TELUS Digital14%
  11. CloudFactory13%
  12. Invisible Technologies12%

Labelbox vs Toloka: common questions

Do ChatGPT and Google AI Mode recommend Labelbox or Toloka?
Google AI Mode lists Labelbox first slightly more often; ChatGPT Search is level.
What are the alternatives to Labelbox and Toloka?
Scale and iMerit also appear in these answers.
When is Labelbox the better pick?
AI usually lists Labelbox first for: Remote workforce management.
When is Toloka the better pick?
AI usually lists Toloka first for: Crowdsource RLHF data; Continuous alignment.

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