Publication standard
Methodology
We compare every named service against the same eight fields: native image workflow, video, character control, access, public pricing, adult-use policy, best-fit workflow, and material limits. A feature is documented only when a current first-party page supports it. We do not convert missing data into a positive or negative score.
Our evidence ladder
- DocumentedCurrent first-party product, help, price, policy, or legal page.
- Observed limitationA material field is absent, inaccessible, contradictory, or requires an account.
- Editorial interpretationOur best-fit conclusion, kept separate from vendor claims.
Comparison rules
All five named services receive the same fields. “Unclear” is a visible data state, not a zero. We do not claim hands-on output quality without a controlled test. Prices are dated snapshots and direct generator capability is not inferred from chat, voice, or uploaded creator media.