# aperture vs paradox (olivia)

paradox's olivia is a chatbot built for massive-scale hourly and frontline hiring. it qualifies, schedules, and moves candidates through a funnel at throughput. aperture is built for skilled roles where depth matters: adaptive behavioral interviews and λ-core scored shortlists. olivia moves bodies. aperture evaluates candidates.

## Pick paradox (olivia) if
- you hire thousands per month for hourly or frontline roles.
- your core need is scheduling and chat qualification, not evaluation.

## Pick aperture if
- you need behavioral evaluation, not a chat qualifier.
- you want scored shortlists with confidence intervals, not yes/no funnel logic.
- you hire for skilled or professional roles where depth beats throughput.
- you want to understand who your top candidate is, not just who's still in the funnel.

## How aperture compares to paradox (olivia)

| Feature                                             | Aperture                                                 | Paradox (olivia) | 
|----------------------------------------------------|---------------------------------------------------------|-------------------| 
| ai behavioral interviews                            | 15-minute adaptive, probes deeper based on answers      |                   | 
| chat-based screening + scheduling                    |                                                         |                   | 
| scoring model                                      | [λ-core scoring with confidence intervals across 6 dimensions](/content/lambda-core/index.html) |                   | 
| qualifier logic                                    | confidence intervals on scores                          | yes               | no                | 
| pool-relative ranking                               | yes                                                     | no                | 
| built-in applicant tracking system                  | yes                                                     | no                | 
| ats integrations                                   | [linkedin, greenhouse, ashby, lever, indeed](/content/product/index.html) | yes               |                   | 
| pricing model                                      | [plan-based, never per-interview](/content/pricing/index.html) | contact sales     |                   | 
| free tier                                          | yes                                                     | no                | 
| candidate data never sold                           | yes                                                     | check provider policy |

comparison based on publicly available information as of May 2026. verify details directly on [paradox (olivia)](https://paradox.ai/).

## Common Questions

**Is aperture an olivia alternative?**  
Different shapes of problem. olivia chats and schedules at volume. aperture interviews and evaluates. teams often use them for different slices of the funnel.

**Can aperture handle hourly hiring?**  
It can, but it's overkill. aperture is built for roles where behavioral depth matters. for pure volume plays, a chatbot is cheaper.

## Hire for what actually matters

Stop filtering on keywords. start evaluating behavior, depth, and real capability.