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Greylisting

Toloka alternatives

AI data labs alternatives

Buyers who want a managed AI data lab with a higher overall score than Toloka's 7.5/10 have three reviewed options.

Surge AI is the best Toloka alternative by Greylisting score at 8.6/10, ahead of Invisible Technologies at 8.4/10 and Scale AI at 8.0/10, and all three beat Toloka's 7.5/10 by 0.5 to 1.1 points. Surge AI suits buyers who rank labs on the overall weighted score. The one trade-off is that its lead over Invisible Technologies is only 0.2 points, so the choice between those two rests on the sub-scores in each review. See the best AI data labs ranking and the Toloka review for the full breakdown.

By Greylisting Team·Updated November 10, 2026
The score gap
Toloka7.5
Surge AI8.6
Compare the evidence

Why people look for a Toloka alternative

The reasons below rest on the Greylisting scores in the reviews, which weight six criteria: proof of results (30%), output quality (25%), ease of use (15%), pricing and value (15%), customer support (10%) and security and compliance (5%).

  • Gap to Surge AI. Toloka's overall score is 7.5/10, against 8.6/10 for Surge AI, a difference of 1.1 points (Greylisting scores).
  • Gap to Invisible Technologies. Invisible Technologies scores 8.4/10 against Toloka's 7.5/10, a difference of 0.9 points (Greylisting scores).
  • Gap to Scale AI. Scale AI scores 8.0/10 against Toloka's 7.5/10, a difference of 0.5 points (Greylisting scores).

3 Toloka alternatives at a glance

  • Surge AI: highest overall score, 8.6/10
  • Invisible Technologies: second-highest score, 8.4/10
  • Scale AI: third by score, 8.0/10, with documented panel usage data

The 3 best Toloka alternatives ranked

1. Surge AI: 8.6/10, highest overall score

Compared with Toloka, a buyer gains a score that is 1.1 points higher (8.6/10 against 7.5/10, Greylisting scores). It is the highest-scoring option on this page and the strongest alternative overall. The trade-off is that its margin over the second-placed Invisible Technologies is 0.2 points (Greylisting scores).

Read the Surge AI review.

2. Invisible Technologies: 8.4/10, second-highest score

Invisible Technologies scores 0.9 points above Toloka (8.4/10 against 7.5/10, Greylisting scores). A buyer gains that 0.9-point margin over Toloka. The cost of choosing it over Surge AI is a 0.2-point lower overall score (8.4/10 against 8.6/10, Greylisting scores).

Read the Invisible Technologies review.

3. Scale AI: 8.0/10, documented panel usage data

Scale AI scores 0.5 points above Toloka (8.0/10 against 7.5/10, Greylisting scores), the smallest gap among the three. Panel data in the best AI data labs ranking shows usage of 9 out of 25 across six battery completers (self-reported panel data). A buyer gains that 0.5-point score margin. The trade-off is a value-for-money rating of 2.7 out of 5 in the same panel (self-reported panel data), and the lowest overall score of the three alternatives.

Read the Scale AI review.

Toloka and its alternatives at a glance

Score comparison
Category
Surge AI8.6/10AI data labs
Invisible Technologies8.4/10AI data labs
Scale AI8.0/10AI data labs
Toloka7.5/10AI data labs

How these alternatives compare with Toloka

All three alternatives score above Toloka's 7.5/10 (Greylisting scores). The order on this page follows overall score from highest to lowest: Surge AI at 8.6, Invisible Technologies at 8.4 and Scale AI at 8.0. Each score is the weighted average of six sub-scores, computed in code, and the same rubric applies to Toloka and to every alternative. The Toloka review sets out where Toloka itself scores strongest.

Which Toloka alternative to choose

  • You want the highest aggregate score: Surge AI at 8.6/10.
  • You want a close second with a similarly strong rating: Invisible Technologies at 8.4/10.
  • You want documented usage data from a panel: Scale AI, with 9 of 25 usage and a 2.7 out of 5 value-for-money rating (self-reported panel data).
  • You weigh proof of results most: compare the proof of results sub-scores in the three reviews, since that criterion carries 30% of the total.

Frequently asked questions

3 answers
What is the best Toloka alternative?

Surge AI is the best of the three Toloka alternatives by Greylisting score, at 8.6/10 compared with Toloka's 7.5/10. Invisible Technologies follows at 8.4/10 and Scale AI at 8.0/10. The ranking reflects the weighted average of six sub-scores rather than any single criterion.

Do all three Toloka alternatives score higher than Toloka?

Yes, all three Toloka alternatives score higher than Toloka. Surge AI scores 8.6, Invisible Technologies 8.4 and Scale AI 8.0, against 7.5 for Toloka (Greylisting scores). The margins run from 0.5 to 1.1 points. A higher overall score does not guarantee a higher result on each individual criterion.

How are the scores for these Toloka alternatives calculated?

The scores for these Toloka alternatives are weighted averages of six sub-scores out of 10: proof of results, output quality, ease of use, pricing and value, customer support, and security and compliance. The overall score is rounded to one decimal and computed in code. The methodology page describes the method.