Maki vs Mercor, and why they solve different hiring problems
Maki vs Mercor is rarely a like for like choice. Maki sells AI screening and assessment agents that run on your own applicants inside your ATS. Mercor now sells AI training data, evaluations and enterprise AI deployment, and uses an AI interview to admit experts to its own network. Pick Maki to screen hires, Mercor for expert AI work.
Read this first
Mercor's homepage, read on 5 October 2026, describes it as organising human intelligence to power the AI economy. Its offers are expert data, AI evaluations, enterprise agents and data licensing, not screening software for your applicants.
Maki vs Mercor at a glance
Restated from each company's own pages on 5 October 2026.
| Area | Maki | Mercor |
|---|---|---|
| What it sells | AI agents that screen, assess, schedule and support interviews, end to end from intake | Human data and evals for AI labs, enterprise AI deployment, and data monetisation |
| Whose candidates | Yours, triggered at a stage in your ATS | Its own experts, who apply to paid AI training projects |
| Role of the AI interview | Mochi screens your applicants and scores them on your grid | Assesses an expert's level of knowledge before matching them to projects |
| Network | None; Maki works on your applicant flow | 30k+ experts in its enterprise copy; five million in its Deeptune note |
| Hiring for your own team | The core product, for volume and specialist roles | A "Hire expert talent" option on the contact form, with no detail given |
| Integrations | 30+ ATS and HR systems, featuring SAP, iCIMS and Workday | Enterprise connectors for deployed AI agents; no ATS listed |
| How you buy | Personalised quote, credits per AI agent | A demo request or the sales form; no price published |
Why Maki and Mercor end up compared
Mercor became widely known for AI interviews, because that is how professionals join its network. The experts page still explains it: candidates share their background, complete a short AI evaluation that adapts to their field, and are matched to projects. Mercor says those responses are not sold or used to train customer models.
Maki's AI interview points the other way. It is a product an employer switches on to screen its own applicants: Mochi leads a voice conversation, probes thin answers, and scores evidence on a fixed grid, then writes results back to the ATS. So a team wanting an AI interviewer for its own pipeline will find Maki selling that, and Mercor not.
Choose Maki if, choose Mercor if
You receive thousands of applications and want each one screened by AI in the candidate's language.
Maki. Mochi and Shiro run at the ATS stage you choose and send scores back.
How auto-progression thresholds are set; Maki says no one is rejected automatically.
You need defensible, audited assessments for high stakes roles.
Maki. Ken runs late funnel assessments and Mochi has published Holistic AI audits.
Audit coverage for the agents you plan to use.
An AI lab or enterprise needs physicians, lawyers or engineers to grade and improve model outputs.
Mercor. Expert data and evaluations are its core business.
Project scope and how experts are matched.
You want to find where AI agents could take over workflows across your company.
Mercor. Its Agent Diagnostics map workflows, using AI interviews with your staff among other inputs.
Whether forward deployed engineers are part of the engagement.
How Maki runs on an employer's pipeline
Maki's integrations page describes 5 steps once an agent is wired to your ATS.
- Configure the stage Pick the point in your ATS workflow where candidates should take a Maki screen or assessment.
- Invite automatically Candidates reaching that stage get an invitation without a recruiter sending it.
- Sync progress The ATS shows who has been invited, who has started and who has finished, as it happens.
- Return results Scores and proctoring data flow back into the candidate record.
- Auto-progress Candidates who meet your criteria can move to the next stage automatically.
Maki vs Mercor pricing
Maki prices its agents on a flexible, credit based model tied to candidate interactions rather than licences, and gives a personalised quote. Mercor publishes no price for its enterprise work; its pages lead to a demo or the sales form. Because the two sell different things, their pricing does not line up and should not be compared directly.
A better test is what each line on the invoice buys. On Maki, credits map to candidates screened or assessed by a given agent, so cost follows applicant volume. On Mercor, an engagement maps to an outcome such as a workflow diagnostic, a deployed agent or an expert dataset, so cost follows scope. Budget owners usually differ too: talent acquisition for Maki, AI or data teams for Mercor.
If you need candidates found and interviewed
Interview criteria set for a role before candidates are invited.
Neither Maki nor Mercor searches the open market for your next hire. The Cognitive does both halves: it searches ~900M public profiles with verified emails and phones, then runs a live AI video interview of 10 or 20 minutes scored 1 to 5 per criterion, with overall written feedback, a transcript and a recording.
Related pages
Maki review · Mercor review · Mercor alternatives · Maki alternatives · Mercor vs micro1
Frequently asked questions
Is Mercor an AI recruiting tool like Maki?
Not on its current pages. Mercor describes itself as an AI data, evaluation and enterprise AI company. It runs AI interviews to assess experts joining its own network. Maki sells AI screening and assessment agents that employers run on their own applicants.
Is Maki better than Mercor?
For screening your own job applicants, Maki is the one that sells that product. For expert human data, AI evaluations or deploying AI agents in your business, Mercor is the one that sells that. They are better at different jobs.
Can I use Mercor's AI interviewer for my company's hiring?
Mercor's pages describe its AI interview only for evaluating applicants to its expert network, and for capturing staff knowledge in its Agent Diagnostics work. Its contact form lists "Hire expert talent" as an option, but no page explains what that service includes.
Maki vs Mercor pricing: what does each charge?
Maki uses usage based credits per AI agent for candidate interactions and quotes each customer. Mercor publishes no price for its enterprise offerings and routes buyers to a demo or contact form. Neither publishes a figure.
Does Maki have a talent network like Mercor?
No. Maki works on the applicants already flowing into your ATS and its pages describe no sourcing or network. Mercor's experts apply to paid AI training projects that typically last weeks to months, per its experts FAQ.
Can a company use Maki and Mercor at the same time?
Yes, because they do not overlap. A company could screen its job applicants with Maki while a separate AI team works with Mercor on evaluations or agent deployment. Expect separate contracts, owners and data agreements for each.
Which integrates with my ATS?
Maki lists 30+ ATS and HR integrations, featuring SAP, iCIMS and Workday, with results written back. Mercor's pages mention enterprise connectors for the AI agents it deploys but list no ATS integration, which fits a business that does not screen your applicants.
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