Toloka

Coverage score

4 / 25 · rank 61 of 88

The same formula is applied to every entry. It counts stated coverage and confirmed figures; it does not measure quality. How the score works.

AI products tested

As stated by the vendor on 2026-11-09

• LLM applications
• AI agents

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Testing services

As stated by the vendor on 2026-11-09

• LLM output evaluation
• Red teaming and adversarial testing

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Stated scope

Toloka states that it combines human expert knowledge with technology to evaluate LLMs and AI agents, supplying expert data for LLM testing. The vendor's evaluation page lists human-driven and automated evaluation, rubric-based and golden answer evaluation, red teaming and factual correctness checks, and names one-time evaluation as one of its evaluation types.ev-toloka-02

How the vendor describes itself

As described by the vendor; summarised on 2026-11-09. Client names, performance percentages and prices are left out.

Toloka describes itself as a provider of curated data for the development of AI agents and models, delivered as a managed service, and states that the company was established in 2014. Its About page lists demonstrations for supervised fine-tuning, preference collection, auto-verifiable tasks for evaluation and RL training, and customized human evaluation and red teaming across text, image, audio and video data.ev-toloka-17

Evidence

Every source opened for this entry, with retrieval date and verification date. Verified by AI Testing Vendors.

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