AI image-to-video production benchmark
Turn one approved product still into a controlled six-second campaign shot.
Runway leads this editorial scorecard for control and an integrated workflow; Veo leads on raw visual quality; Kling is the value-led realism challenger; Pika is the easiest fast experiment.
The decision table.
Scores are calculated from the four visible profile dimensions below. Open each product review to inspect the underlying strengths and limitations.
Fixed protocol.
- 01Upload the same licensed 16:9 product image.
- 02Use one fixed prompt describing camera movement, subject movement and negative constraints.
- 03Allow three attempts per tool and retain every result.
- 04Record generation time, retries, export limits and final editing minutes.
What counts as usable.
✓ Product identity remains recognisable
✓ No major edge or motion artefacts
✓ Requested camera move is present
✓ Output can enter a commercial edit workflow
Open comparison library →This page is a transparent decision model built from HubAI editorial profile data. It does not claim controlled instrumented testing or guaranteed performance. Run the published protocol with representative work before purchasing.
Editorial disclosure →