Shaip vs Toloka: what each states about AI testing
Shaip states 3 product types and 6 services; Toloka states 2 product types and 2 services. They share 2 services.
| Attribute | Shaip | Toloka |
|---|---|---|
| Company type | Data and evaluation vendorev-shaip-24 | Data and evaluation vendorev-toloka-16 |
| HQ country and citydiffers | New York, United Statesev-shaip-14ev-shaip-15 | Netherlandsev-toloka-08ev-toloka-09 |
| Delivery locationsdiffers | United Statesev-shaip-21ev-shaip-22 | Not published |
| AI product types stateddiffers | LLM applications, AI agents and Voice AIev-shaip-03ev-shaip-04 | LLM applications and AI agentsev-toloka-03 |
| Testing services stateddiffers | LLM output evaluation, RAG pipeline validation, Prompt and model regression testing, Red teaming and adversarial testing, Bias and fairness audit and Conversational flow testingev-shaip-05ev-shaip-06ev-shaip-07ev-shaip-08ev-shaip-09ev-shaip-10 | LLM output evaluation and Red teaming and adversarial testingev-toloka-04ev-toloka-05ev-toloka-06 |
| Engagement models stateddiffers | Managed testing and Fixed-scope projectev-shaip-11ev-shaip-12 | One-time audit or assessmentev-toloka-07 |
| Size band | Not published | Not published |
| Founded | Not published | Not published |
| Certifications | Not published | Not published |
| Services stated by one and not the otherdiffers | RAG pipeline validation, Prompt and model regression testing, Bias and fairness audit and Conversational flow testing | None |
| Product types stated by one and not the otherdiffers | Voice AI | None |
Columns are in alphabetical order. Rows marked "differs" have different values. Evidence markers link to the source rows on each entry page. Checked 2026-11-09 and 2026-11-09.
Questions
Which AI product types do Shaip and Toloka both state?
Both name LLM applications and AI agents on their AI testing pages.
Which testing services does only one of them state?
Shaip alone names RAG pipeline validation, prompt and model regression testing, bias and fairness audit and conversational flow testing. Toloka alone names no extra service.
Are there alternatives to Shaip and Toloka?
The data and evaluation vendor page lists every published entry of the same type, ordered by coverage score. The score counts stated coverage and confirmed figures; it does not say which vendor fits a project.
This page compares published statements. It does not rate either company.