OVI vs. pymetrics, Criteria Corp & Arctic Shores (2026): The Complete Guide to AI Pre-Screening + Cognitive Assessments
OVI vs. pymetrics, Criteria Corp & Arctic Shores (2026): The Complete Guide to AI Pre-Screening + Cognitive Assessments
The pre-employment assessment market has hit $1.95 billion in 2026 and is on track for $4.06 billion by 2035, growing at 8.5% CAGR (Business Research Insights). Over 72% of mid-to-large organizations now use at least one pre-employment assessment (Industry Research), and 78% report improved hire quality — a 35–40% improvement in hiring accuracy compared to resume-only screening (MyCulture.ai).
The question for HR leaders is no longer whether to use AI-powered assessments, but which ones and when. This guide breaks down four leading platforms — OVI, pymetrics (now Harver), Criteria Corp, and Arctic Shores — so you can build a pre-screening stack that is effective, compliant, and cost-efficient.
The Two-Stage Framework: Pre-Screen First, Assess Deep Second
Not all assessment tools serve the same purpose. The critical distinction:
- Top-of-funnel pre-screening filters high volumes of applicants quickly for communication quality, role fit, and baseline qualifications. This is where OVI operates.
- Deep cognitive/behavioral assessment evaluates finalist candidates on traits like learning agility, emotional resilience, and cognitive processing. This is where pymetrics, Criteria Corp, and Arctic Shores sit.
Using a cognitive assessment on every applicant is expensive and unnecessary. The smarter approach: screen with OVI first, then reserve cognitive assessments for your shortlist. This reduces your cost-per-assessable candidate and respects candidate time.
Tool-by-Tool Breakdown
OVI — The Compliance-First Audio Pre-Screen
OVI conducts structured 10-minute audio chats that score candidates in real time on communication quality, role fit, and key competencies. Audio-only format removes appearance-based bias entirely — no video means no room for looks, background, or attire to influence outcomes.
OVI's analysis is transcript-content only: no voice-characteristic analysis, no biometric data, no emotion detection. Combined with its human-in-the-loop architecture (AI provides decision-support; recruiters make final calls), OVI meaningfully reduces AEDT exposure under frameworks like NYC Local Law 144.
Pricing: Starts at $99/month.
Best for: High-volume top-of-funnel screening where speed, cost, and compliance matter.
pymetrics (now Harver) — Neuroscience-Based Game Assessments
pymetrics, acquired by Harver, uses 12 neuroscience-based games that take roughly 25 minutes to complete. These games measure cognitive and behavioral traits — risk tolerance, attention, decision-making — and match candidates against high-performer profiles (Harver). Major adopters include Unilever, LinkedIn, and Kraft Heinz.
Best for: Mid-to-late funnel behavioral trait matching, especially for large enterprises with established high-performer benchmarks.
Criteria Corp — I/O Psychology-Validated Testing
Criteria Corp's HireSelect platform offers the CCAT cognitive ability test alongside personality assessments and game-based options. All tests are validated by industrial-organizational psychology research, and the platform provides ADA compliance guidance for employers (Criteria Corp; Criteria Corp ADA Guide).
Best for: Organizations that want traditional psychometric rigor with validated, research-backed instruments.
Arctic Shores — Task-Based Cognitive Processing
Arctic Shores uses task-based assessments that measure four trait domains: cognitive processing, learning agility, emotional resilience, and social orientation. Clients include Deloitte, KPMG, PwC, and Capita (Arctic Shores).
Best for: Professional services and consulting firms screening for cognitive agility and interpersonal traits in finalist candidates.
Comparison Table
| Feature |
OVI |
pymetrics (Harver) |
Criteria Corp |
Arctic Shores |
| Funnel stage |
Top-of-funnel pre-screen |
Mid-to-late funnel |
Mid-to-late funnel |
Mid-to-late funnel |
| Assessment type |
Structured audio chat |
12 neuroscience games |
Cognitive + personality tests |
Task-based cognitive assessment |
| Avg. duration |
~10 minutes |
~25 minutes |
20–45 minutes |
20–30 minutes |
| NYC LL144 status |
Auditable; reduced AEDT exposure (human-in-the-loop, no biometrics) |
Subject to AEDT audit |
Subject to AEDT audit |
Subject to AEDT audit |
| ADA accommodation complexity |
Low (audio-only, transcript-based) |
Higher (game interaction required) |
Moderate (test accommodations needed) |
Higher (task interaction required) |
| Pricing tier |
Starts at $99/month |
Enterprise (custom) |
Mid-market to enterprise |
Enterprise (custom) |
Compliance: What HR Leaders Must Know
NYC Local Law 144 and AEDT Requirements
Any AI tool that "substantially assists or replaces" hiring decisions qualifies as an Automated Employment Decision Tool (AEDT) under NYC Local Law 144, requiring an annual independent bias audit and public disclosure of results (Warden AI). In 2026, the NYC Department of Consumer and Worker Protection has committed to stronger enforcement of these requirements (RiskTemplate).
All four platforms in this guide are subject to LL144 when used for NYC-based hiring. However, OVI's architecture — human-in-the-loop with AI providing decision-support only, no biometric analysis — meaningfully reduces its AEDT exposure since it does not fit the "automated decision" definition as cleanly as tools where AI output directly drives pass/fail outcomes.
ADA Accommodation Challenges for Game-Based Assessments
Game-based and task-based assessments from pymetrics, Criteria Corp, and Arctic Shores present genuine ADA accommodation challenges. Candidates with motor impairments, cognitive disabilities, or sensory limitations may be unable to complete timed game interactions in a standard format. Employers remain responsible for providing reasonable accommodations (Criteria Corp ADA Guide), and disability rights advocates have raised concerns about whether gamified hiring tools inadvertently screen out qualified candidates with disabilities (MIT Technology Review).
OVI's audio-only format has inherently lower ADA accommodation complexity — a phone-style conversation is accessible to a far wider range of candidates than timed game interactions.
Broader Compliance Landscape
OVI aligns with GDPR (DPA + Standard Contractual Clauses available for EU/UK candidates), UAE PDPL, and EU AI Act readiness ahead of the August 2026 deadline. OVI practices conform to SOC 2 Type II and ISO 27001 standards. For a startup at its price point, OVI is well-prepared on compliance. Full details: OVI Trust & Compliance Center.
EEOC Enforcement Priority
The EEOC's 2024–2028 strategic enforcement plan prioritizes algorithmic bias in hiring. Any organization using AI assessments — whether audio-based, game-based, or psychometric — should ensure their tools have been audited for adverse impact across protected classes.
The Recommended Stack: OVI + Cognitive Assessment
The most cost-effective, compliant approach for modern hiring teams:
Pre-screen with OVI. Run all applicants through a 10-minute structured audio chat. Filter for communication quality, role understanding, and baseline fit. At $99/month, this is the most affordable entry point for AI-assisted screening.
Assess finalists with a cognitive platform. Take your OVI-qualified shortlist and run them through pymetrics, Criteria Corp, or Arctic Shores depending on your industry and role type. This keeps your cognitive assessment costs focused on candidates who have already demonstrated baseline competency.
Maintain compliance at every stage. Ensure both your pre-screening and assessment tools have current bias audits (required for NYC LL144), ADA accommodation procedures, and clear candidate disclosure.
This two-stage approach reduces cost-per-assessable candidate, shortens time-to-hire, and keeps your compliance posture strong at every step.
FAQs
Can I use OVI and a cognitive assessment tool together?
Yes — this is the recommended approach. OVI handles high-volume top-of-funnel screening, and cognitive assessments like pymetrics, Criteria Corp, or Arctic Shores evaluate your finalists on deeper behavioral and cognitive traits. The tools are complementary, not competing.
Does OVI use video or biometric analysis?
No. OVI is audio-only. It analyzes transcript content — not voice characteristics, facial expressions, or any biometric data. This removes appearance-based bias and simplifies ADA accommodation.
Are these tools subject to NYC Local Law 144?
All AI-powered hiring tools that substantially assist or replace employment decisions are subject to LL144 when used for NYC candidates. Each tool requires an annual independent bias audit and public results disclosure.
How does ADA compliance differ between audio and game-based assessments?
Audio-based pre-screens like OVI have lower accommodation complexity — a phone-style conversation is accessible to most candidates. Game-based tools require interaction accommodations for candidates with motor, cognitive, or sensory disabilities, which employers must provide.
What is the cost difference between pre-screening and cognitive assessment platforms?
OVI starts at $99/month for pre-screening. Cognitive assessment platforms (pymetrics, Criteria Corp, Arctic Shores) typically use enterprise or per-candidate pricing that can run significantly higher. Using OVI as a first filter reduces the number of candidates requiring costly deep assessment.