p.populi / models lab RESEARCH LAB · 01
THE POPULI MODEL LAB BENCHMARK 01

Give every
model a voice.

Bob and Luna put avatar and lip-sync models to the same five-second test. Watch the results, compare the numbers, and find the right fit.

Bob in his studioSUBJECT 01 Bob
Luna in her roomSUBJECT 02 Luna
5 SECONE TEST
TWO VOICES
✳
LOADING THE LAB—

01 / THE COMPARISON

See who speaks
your language.

Each main result uses the same character inputs with a different model. Separately labeled previews may use different inputs. Open a result for the exact call and measurements.

BOB + LUNA01—15

Loading benchmark results…

02 / THE LANDSCAPE

The wider catalog.

We reviewed avatar and lip-sync endpoints from Fal and Atmee. The Fal pass selects rates below 10¢ per second; Atmee's account rate is shown in credits.

— ENDPOINTS REVIEWED

03 / THE METHOD

One small test.
Useful signals.

01

Same characters, separate voices

Bob and Luna use their own five-second recordings. Portrait models receive their production portrait; lip-sync models receive a five-second source video.

02

Measure what actually happened

Elapsed time runs from submission to result, including queue time. Resolution and duration come from the output file when available. Results are individual observations, not a guarantee of future speed.

03

Read the price carefully

Estimates use the published rate and five seconds, with model-specific resolution choices. Minimums, rounding, discounts, storage and actual provider billing can change the final amount. Quality ratings are your own and stay in this browser.