How does Parse measure this comparison?

Parse reads answers from AI assistants and records every claim that compares the two brands, then groups those claims by the need they speak to. This page is based on 6 claims collected between Mar 30, 2026 and Aug 21, 2026. It is a reading of what AI says, not a review by Parse.

Brands
Surge AI
vs Toloka

Surge AIvs Toloka

Surge AI vs Toloka, according to AI

Which one AI picks, and when.

Data as of Aug 21, 2026 · Based on 6 AI claims comparing the two · See how Parse measures this

Head to head

The two are furthest apart on strength, where Surge AI leads by 13 points.

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What AI Says About Surge AI vs Toloka | Parse

Brands
Surge AI
vs Toloka

Surge AIvs Toloka

Surge AI vs Toloka, according to AI

Which one AI picks, and when.

Data as of Aug 21, 2026 · Based on 6 AI claims comparing the two · See how Parse measures this

Head to head

The two are furthest apart on strength, where Surge AI leads by 13 points.

Surge AI and Toloka compared on the Parse Score and its three pillars
Measure	Surge AI	Toloka
Parse Score	72

Surge AI and Toloka compared on the Parse Score and its three pillars
Measure	Surge AI	Toloka
Parse Score	72

Strength (widest gap)	63	50

Reach	64	63

Authority	51	51

What AI says about Surge AI

RLHF Data Collection & Training Platforms · #2

What AI says about Toloka

RLHF Data Collection & Training Platforms · #4

Compare your brand against Surge AI or Toloka. Free check, no account.

What buyers actually ask

What's a good platform for reinforcement learning from human feedback (RLHF) to align our custom language models?
I am preparing data for a large-scale ML model. Who offers data cleaning and labeling services at scale?
Which platform is the best for reinforcement learning from human feedback (RLHF) to align our custom language models?

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Questions

How does Parse measure this comparison?: Parse reads answers from AI assistants and records every claim that compares the two brands, then groups those claims by the need they speak to. This page is based on 6 claims collected between Mar 30, 2026 and Aug 21, 2026. It is a reading of what AI says, not a review by Parse.

Track this comparison

Weekly insights tell you how often AI recommends each brand, and which prompts and sources explain the result.

Track this comparison

What's a good platform for reinforcement learning from human feedback (RLHF) to align our custom language models?
I am preparing data for a large-scale ML model. Who offers data cleaning and labeling services at scale?
Which platform is the best for reinforcement learning from human feedback (RLHF) to align our custom language models?

LabelboxvsToloka
ScalevsToloka
AppenvsToloka
LabelboxvsSurge AI

How does Parse measure this comparison?: Parse reads answers from AI assistants and records every claim that compares the two brands, then groups those claims by the need they speak to. This page is based on 6 claims collected between Mar 30, 2026 and Aug 21, 2026. It is a reading of what AI says, not a review by Parse.