If you only read one section
Six platforms, six different jobs. Match the row to the problem you actually have — the rest of this page is the working.
Four questions that decide it
Answer these before you sit through a demo. Each one eliminates at least two of the six.
Does the price survive your volume?
Per-seat pricing punishes agencies. Per-candidate pricing punishes high-volume employers. Work out the cost of your actual monthly volume before you get attached to a product.
How much of your funnel is non-native English?
Speech recognition trained mostly on North American English degrades on other accents, and it fails invisibly — the transcript looks plausible and the score looks reasonable while a strong candidate is quietly ranked lower. Test it with your own candidates, not a demo script.
Can you audit a score?
Ask any vendor to show you why a specific candidate was ranked where they were. If the answer is a number without a transcript and reasoning, you cannot defend the decision to a hiring manager — and you certainly cannot defend it to a regulator.
What are you actually trying to learn?
If you need to know whether someone can write working code, a skills test tells you more than any interview. If you need to know how they handle an angry customer, a test tells you almost nothing. Most tools are good at one and poor at the other — that mismatch is the most common reason teams replace a platform within a year.
The tools
Identical structure per entry — a comparison, not six pitchesTalvin
Agentic voice interviews with role simulation. Built for depth of assessment rather than breadth of workflow automation.
Live two-way voice interviews where follow-up questions are generated from the candidate's actual answer, with probing depth configurable per question.
Job Tryouts put candidates into a role simulation against an AI persona that reacts to them — no other platform on this list offers an equivalent.
Scoring returns with a full transcript and reasoning, so decisions can be audited. Video identity check, activity monitoring and one-time links are built in.
Fewer native ATS integrations than HireVue or Ribbon.
Smaller company than the enterprise incumbents, which matters if your procurement process weights vendor size.
Job Tryouts are newer than the core interview product.
HireVue
The enterprise incumbent, now shipping two-way voice alongside its video and assessment products.
The deepest validation credentials in the category — assessments built and audited by industrial-organisational psychologists, which matters in regulated hiring and wherever legal review gates adoption.
Enormous scale and reference base: 60%+ of the Fortune 100, 180M+ assessments.
Shipped its AI Interviewer in June 2026 — a genuine two-way conversational product scored against validated rubrics. This is no longer a video-only vendor.
Enterprise procurement measured in weeks rather than days, and no published pricing.
Reliability is the most common complaint in its public reviews.
Publishes no content on multilingual or accent-specific hiring, which is a gap if your pipeline is largely non-native English. No job-simulation product.
HeyMilo
A fast-growing multi-agent recruiting platform positioned around high-volume hiring.
Well funded and moving quickly — $6M raised in June 2026 and three new agents shipped the same quarter, covering candidate rediscovery, scenario assessment and note-taking.
50+ languages and dialects, with a strong enterprise reference base including Randstad and WilsonHCG.
Pricing is sales-gated — you cannot find out what it costs without a call.
No job-simulation equivalent.
Built primarily for the US market; its multilingual and offshore coverage is recent and content-led rather than structural. The review profile, while strong, only begins in May 2025.
Ribbon AI
Voice interviews plus multi-channel candidate communication, repositioned around ATS orchestration.
The best ATS integration story in this set — MCP-based connections shipped through spring 2026.
Publishes pricing openly at $499/month, which is rarer than it should be here. Proven at volume: 1M+ interviews across 400+ companies.
Focused on the US and Canada, with no meaningful localisation for other markets.
No job-simulation product.
Entry price is roughly three times Talvin's, which matters for smaller teams and agencies.
Vervoe
Skills-based assessment and proctoring. A different category that overlaps at the evaluation stage.
Genuinely good at hard-skill testing, with automated grading and proctoring.
A clear, defensible philosophy: hire on demonstrated merit rather than background. Established with SMB buyers and straightforward to adopt self-serve.
Text and video assessments only — no conversational AI, so it cannot evaluate spoken communication or situational judgment.
Support quality is the dominant theme in its public reviews, appearing in around a quarter of those we analysed, and price increases are a recurring complaint.
Interviewer.AI
Asynchronous one-way video interviews with AI scoring.
The cheapest option in this set by a distance, from roughly $53–67/month on annual plans.
Established in video interviewing, and Singapore-headquartered, which gives it genuine regional presence.
Still a one-way video product — candidates record answers to fixed questions with no follow-up, under a hard 10-minute cap.
Scoring is based partly on facial expression and tone, and cannot be audited or exported. No white-labelling, so candidates see the vendor's branding throughout.
Multiple public reviews on Capterra and Trustpilot document transcription problems for non-native English speakers — a serious constraint for multilingual pipelines.
Side by side
Verified August 2026 · dashes mean we could not confirm either way| Capability | Talvin | HireVue | HeyMilo | Ribbon | Vervoe | Interviewer.AI |
|---|---|---|---|---|---|---|
| Two-way voice interviews | Yes | Yes | Yes | Yes | No | No |
| Adaptive follow-up questions | Yes | Rubric-based | Yes | Yes | No | No |
| Configurable probing depth | Yes | — | Limited | Limited | — | — |
| Job simulation / role play | Yes | No | No | No | Partial | No |
| Skills testing | Via simulation | Yes | Limited | No | Yes | No |
| Optional video capture | Yes | Required | Yes | Yes | Yes | Required |
| Published pricing | Yes | No | No | Yes | Yes | Yes |
| Auditable scoring + transcript | Yes | Yes | Yes | Yes | Yes | No |
| Identity / fraud verification | Yes | Yes | — | — | Proctoring | — |
| Entry price | $175/mo | Sales-gated | Sales-gated | $499/mo | Published | ~$53/mo |
Questions buyers actually ask
Five of them. If yours isn't here, ask us on a call — we will tell you when a competitor is the better fit.
What is an AI screening tool? +
Software that automates the first stage of evaluating job applicants — the point where a large pool has to become a short list. Tools in this category do that in different ways: some conduct spoken interviews, some run one-way video, some administer skills tests, some manage scheduling and messaging around a human screen.
The common promise is throughput: assessing every applicant rather than the first fifty, without adding recruiters. The meaningful differences are in what is actually being measured, whether the assessment adapts to the candidate, and whether you can audit the result.
Do AI screening tools actually save time? +
Yes, and it is the least interesting thing they do. The more significant change is coverage. In a manual process, a team receiving four hundred applications screens maybe sixty and the rest are rejected on a CV skim or never contacted at all.
Automated screening means everyone gets assessed, which changes who reaches your shortlist rather than just how fast they get there. The saving is real too — recruiters spend somewhere between six and nine hours on admin per hire before evaluation even begins.
Are AI screening tools fair? +
More consistent than human screening, which is not the same as unbiased. Structured, identical assessment removes the drift that creeps into a human process across a long day, and it removes some well-documented influences like name and appearance.
But no AI system is automatically fair, and any vendor claiming otherwise is overselling. What makes an approach defensible is whether the criteria are genuinely role-relevant, whether scoring can be audited, and whether a human stays accountable for the decision. Ask about all three.
How much do they cost? +
Published entry prices in this set range from roughly $53 a month to $499. Two of the six do not publish pricing at all and require a sales conversation.
The number that matters is cost at your volume, not the entry price. Per-seat pricing gets expensive for agencies with several recruiters on a desk; per-candidate pricing gets expensive for high-volume employers. Model your actual monthly volume before comparing headline figures.
How do I evaluate these properly? +
Run one live role through two tools in parallel and compare the shortlists against what your team would have produced manually. It takes a week and tells you more than any demo.
Two things to test specifically: give each tool candidates from your actual pipeline rather than the vendor's demo script, particularly if your candidates are not native English speakers; and ask each vendor to explain why one specific candidate ranked above another.