Sapia eliminates voice bias by removing voice. Raffi captures voice and structures the conversation so consistency comes from rubric + same-questions-for-everyone — not from removing what makes humans communicate.
Raffi vs Sapia in one paragraph: Sapia eliminates voice bias by removing voice. Raffi captures voice and structures the conversation so consistency comes from rubric + same-questions-for-everyone — not from removing what makes humans communicate.
Sapia: Text-based async AI interviews, strong on bias mitigation. Sapia runs chat-based async interviews — candidates type their answers, AI scores against five-factor personality models. Heavy focus on bias reduction (Australia / EU markets), strong with regulated industries. Pricing: Annual contracts, mid-market and enterprise. Typically $15K+ minimum. Pick Sapia when: Text-only format eliminates accent/voice bias by design. Pick Raffi when: you want real conversational voice interviews, a live operator room to query candidates by name, and SaaS pricing instead of placement or enterprise contracts.
Raffi
One room interviews every applicant. One room talks to you about who to hire next.
Pricing
$25 starter credit free · $199/mo Pro ($100 grant) · $599/mo Growth ($300 grant). No placement fees, no hire fees. SaaS.
Why this wins
Sapia
Sapia runs chat-based async interviews — candidates type their answers, AI scores against five-factor personality models. Heavy focus on bias reduction (Australia / EU markets), strong with regulated industries.
Pricing
Annual contracts, mid-market and enterprise. Typically $15K+ minimum.
Genuine strengths
Dimension-by-dimension comparison. Honest where Sapia wins, honest where Raffi wins.
72 seconds. Real candidates. Real ranking. Skip the video if you already saw it on the homepage.
Every claim links to a real public source.
Sapia is text-first by deliberate design — candidates type answers to AI questions, never speak. Bias-mitigation positioning is the differentiator (no voice = no accent bias).
Sapia has published bias-mitigation research and built its enterprise positioning around regulated-industry compliance, particularly strong in Australia and EU markets.
Source: Sapia product page ↗
For roles where on-the-job communication is verbal — sales, customer success, hospitality, healthcare-facing — voice-interview signal correlates more closely with first-year performance than text-interview signal.
Text-only interviews remove a class of bias (accent, voice) but also remove the signal you'd need to assess the role. Sapia is the right tool when the role is text-heavy; Raffi when the role is voice-heavy.
Source: LinkedIn Global Talent Trends ↗
Raffi addresses bias through a different lever: every candidate gets the same rubric, the same questions in the same order, and scoring against a fixed bar — consistency through structure, not through removing modality.
Both approaches are defensible bias-mitigation strategies. Sapia removes a variable (voice). Raffi controls the variables (structure + rubric + same-bar scoring). Different philosophies, both valid.
Source: Raffi how-it-works page ↗
Most teams don't rip-and-replace — they stack, then decide.
Removes accent/voice bias, yes. But introduces typing-speed bias, neurodivergence considerations around long-form typing, and removes the candidate's ability to use verbal nuance to convey context. Trade-offs both ways — pick based on the role.
Raffi runs SOC 2 + GDPR-compliant infrastructure with consent-layer candidate handling. For published peer-reviewed bias research as a procurement-deliverable, Sapia is currently ahead — Raffi is building this out in 2026.
Honest, fact-based gaps — the kind real buyers hit during evaluation.
Pick the column that sounds like you. We'll tell you which tool to start with.
Pick Sapia when…
You're in a regulated jurisdiction (Australia/EU) where bias mitigation is a procurement requirement, you're hiring for roles where typed communication matters more than spoken (e.g. customer support agents writing tickets), or you need published bias research for compliance reports.
Pick Raffi when…
You want to hear how the candidate communicates verbally, you want real-time follow-up questions based on their answers, you want a 10-15 minute conversation instead of a 30-45 minute typed exchange, and you need role-specific technical screening (engineering, sales, ops).
Yes. Raffi covers most of what Sapia covers, plus the two-room operator model where you actually talk to the AI about your candidates. SaaS pricing, $25 starter credit, no card required.
Sapia eliminates voice bias by removing voice. Raffi captures voice and structures the conversation so consistency comes from rubric + same-questions-for-everyone — not from removing what makes humans communicate.
You're in a regulated jurisdiction (Australia/EU) where bias mitigation is a procurement requirement, you're hiring for roles where typed communication matters more than spoken (e.g. customer support agents writing tickets), or you need published bias research for compliance reports.
You want to hear how the candidate communicates verbally, you want real-time follow-up questions based on their answers, you want a 10-15 minute conversation instead of a 30-45 minute typed exchange, and you need role-specific technical screening (engineering, sales, ops).
Sapia: Annual contracts, mid-market and enterprise. Typically $15K+ minimum.. Raffi: $25 starter credit, then $199/mo Pro or $599/mo Growth. No placement fees, no hire fees.
$25 starter credit, no card required. Interview your next 5 applicants with Raffi tonight, then decide.