Top 5 Image-to-Video APIs in 2026: 1 Base Image Test

Image-to-video gets interesting when you keep the first frame identical. This roundup uses one base image and one motion prompt across five APIs, then compares what changes (and what stays stable).

Base image (used for every run)

A white paper airplane resting on a wooden desk in a bright modern office — Prompt: Realistic photo. A white paper airplane resting on a wooden desk in a bright modern open plan office. Morning sunlight through large windows. Shallow depth of field. Crisp details. Natural colors.

Motion prompt

Animate the scene realistically. The paper airplane gently lifts off the desk and glides forward. Slow tracking camera move. Subtle dust particles in sun rays. Natural motion. Keep the office consistent.

Models tested

Results

PixVerse Image-to-Video v5

Notes: watch the paper edges and desk grain. Those usually reveal warping first. Elapsed processing time: 86s.

ByteDance Seedance Lite v1 (Image-to-Video)

Notes: this run keeps the framing close to the base image. It moves the subject with small, controlled motion. Elapsed processing time: 31s.

KlingAI v2.1 Master (Image-to-Video)

Notes: strongest camera movement here tends to create new background details. Check window lines and chair edges for drift. Elapsed processing time: 558s.

MiniMax Hailuo-02 (Image-to-Video)

Notes: good for short, smooth motion. Check if the airplane stays the same shape while it moves. Elapsed processing time: 91s.

PixVerse Transition (v5)

Transition models need a start and end frame. I generated a second frame for the same scene.

A white paper airplane flying slightly above a desk in the same bright office — Prompt: Realistic photo. A white paper airplane flying slightly above a wooden desk in a bright modern open plan office. Morning sunlight through large windows. Shallow depth of field. Crisp details. Natural colors.

Notes: great when you want a controlled morph from one frame to another. Elapsed processing time: 108s.

Quick comparison table

Model	Type	Sample length	Elapsed seconds
PixVerse Image-to-Video v5	1 image	5s	86
ByteDance Seedance Lite v1	1 image	5s	31
KlingAI v2.1 Master	1 image	5s	558
MiniMax Hailuo-02	1 image	6s	91
PixVerse Transition v5	2 images	5s	108

Top 5 Image-to-Video APIs in 2026: 1 Base Image Test