Best Sora 2 Alternatives for Image-to-Video in 2026

Sora 2 is gone. Here's how Veo 3.1, Kling 3.0, Seedance 2.0, Hailuo 2.3 and Wan 2.7 handle the job of animating a still image, compared on frame control, references, length and resolution. Quick answer: OpenAI discontinued the Sora app on April 26, 2026 and the Sora 2 API on September 24, 2026, with no named replacement. For image-to-video, the main alternatives are: Veo 3.1 for polished 8-second shots up to 4K with native audio, first-and-last-frame control and up to three reference images. Kling 3.0 for 3–15-second clips that can cut between several shots while keeping a character or product consistent. Seedance 2.0 when you want to combine a still with other images, video and audio references. Hailuo 2.3 for expressive motion and camera-move commands in 6–10-second clips. Wan 2.7 for first-frame, first-and-last-frame and video-continuation workflows from 2 to 15 seconds. Choose based on how much control you need over the start, the end and the motion in between. Animating a still image is a different job from text-to-video. The image already sets the subject, composition and style, so what matters is: Fidelity to the source: does the face, product or logo stay the same once it moves? Frame control: can you set only the first frame, or both first and last? References beyond the first frame: can you add more images (another angle, a character sheet) or a reference video for motion? Length and resolution: how long a clip can you get from one generation, and at what quality? Audio: is sound generated with the video, or added later? The comparison below sticks to what each vendor documents. Quality on your images is something to test yourself. From official vendor documentation, checked October 2026. Options vary by plan, API tier and the tool you use. Model First frame First + last frame Extra references Length per generation Resolution Native audio Veo 3.1 (Google) Yes Yes Up to 3 reference images 4, 6 or 8 s (8 s at 1080p/4K or with references) 720p, 1080p, 4K Yes Kling 3.0 (Kuaishou) Yes Yes Elements (2–4 images each; video elements in 3.0/Omni) 3–15 s, multi-shot 720P, 1080P, 4K (per Kling's API capability map) Yes Seedance 2.0 (ByteDance) Yes Check provider Up to 9 images, 3 videos, 3 audio clips Up to 15 s, multi-shot Not stated in launch post Yes (stereo) Hailuo 2.3 (MiniMax) Yes (required) Not listed for 2.3 No 6 or 10 s at 768P; 6 s at 1080P 768P, 1080P Check your provider Wan 2.7 (Alibaba) Yes Yes Driving audio; video continuation 2–15 s 720P, 1080P Yes (generated or driven by your audio) Google's Gemini API documentation lists three image-driven modes for Veo 3.1. You can animate a starting image, interpolate between a first and a last frame, or use up to three reference images of a person, character or product to preserve its appearance. Output is 720p, 1080p or 4K at 24 fps, in 16:9 or 9:16, with audio generated automatically. Good to know: 1080p, 4K and reference-image generations are fixed at 8 seconds. To go longer, you extend a Veo clip, but extension works only at 720p in the Gemini API. Google's docs now also present Gemini Omni Flash as the default video model for many workflows, keeping Veo 3.1 for extension and last-frame control. If you work in Google's ecosystem, it's worth a look too. Pick it when: you need one beautiful shot, such as a product reveal or a cinematic establishing shot, at high resolution with synced sound. Kling's VIDEO 3.0 guide lists image-to-video, start-and-end-frame generation, and a combination of start frame plus element references. Elements are reusable assets built from 2–4 images of a character or object, so the subject in your still stays consistent when the model cuts to a new angle. Clips run 3–15 seconds, and multi-shot mode lets one generation contain several shots, planned automatically or by you shot by shot. Native audio supports several languages, dialects and accents. Good to know: Kling's variants differ. In the API capability map, 3.0 Turbo is cheaper but doesn't support element control, so check which variant you're using. Pick it when: your still is the start of a short story, like a character or product that should appear in a close-up, a wide shot and a pack shot within 15 seconds. ByteDance's launch post describes Seedance 2.0 as accepting text, images, audio and video together. It can take up to 9 images, 3 video clips and 3 audio clips in one generation, and borrow composition, camera movement, motion rhythm and sound from them. Outputs are multi-shot audio-video clips up to 15 seconds, and the model supports extension and targeted editing. Good to know: this flexibility rewards preparation. ByteDance's own post says detail stability, multi-subject consistency and text rendering still need work, and that real people's portraits used as references require identity verification or authorization. Pick it when: you have more than a still, such as a reference clip for the camera move, a music track for timing, or several product angles. MiniMax's API reference makes the first-frame image required for Hailuo 2.3 image-to-video. You get 6- or 10-second clips at 768P, or 6 seconds at 1080P. Its prompts support bracketed camera commands such as [Pan left] or [Push in], including sequences of commands, and MiniMax recommends at most three combined. MiniMax describes 2.3 as improving body movement, physical realism and facial micro-expressions, with better support for anime, illustration and game-CG styles. A Hailuo 2.3 Fast variant is also offered. Good to know: input images need a short side over 300 px and an aspect ratio between 2:5 and 5:2, per MiniMax's docs. Pick it when: you're animating characters or stylized art at volume and want explicit, repeatable camera moves. Alibaba Cloud Model Studio documents wan2.7-i2v as handling first-frame-to-video, first-and-last-frame-to-video and video continuation through one API, at 720P or 1080P, 2–15 seconds, 30 fps. You can also supply driving audio (2–30 seconds) for lip-sync and action timing. Without it, the model generates matching music or sound effects. Output keeps the first frame's aspect ratio, so upload your still in the ratio you want. Good to know: Alibaba's model list now also includes a newer Wan 3.0 video model. If you depend on Wan, check which version your tool offers. Pick it when: you want to continue an existing clip, match a voice track, or move cleanly between two designed frames. You want to… Start with Then try Animate a product photo into an 8 s hero shot Veo 3.1 Kling 3.0 Turn one character image into a 15 s multi-shot scene Kling 3.0 Seedance 2.0 Match a reference video's camera move Seedance 2.0 Hailuo 2.3 (camera commands) Morph from one designed frame to another Veo 3.1 or Wan 2.7 Kling 3.0 Lip-sync a portrait to your own audio Wan 2.7 Kling 3.0 Omni Animate anime or illustration at volume Hailuo 2.3 Kling 3.0 Use the same still, a similar prompt, and the same aspect ratio for each model. Generate a few takes each and count only clips you'd publish without regenerating. Then compare cost per usable clip. Sora2 Hub makes this kind of test simpler. It's a credit-based multi-model studio with Veo 3.1, Kling 3.0, Seedance 2.0, Hailuo and Wan for video (plus Nano Banana Pro and GPT Image 2 for making the still), all on one credit balance, so former Sora users can try several replacements without opening several accounts. There's no single Sora 2 replacement for image-to-video, but there's a strong option for each kind of control. Veo 3.1 for frame-accurate, high-resolution shots. Kling 3.0 for multi-shot consistency. Seedance 2.0 for reference-driven work. Hailuo 2.3 for directed motion. Wan 2.7 for continuation and audio-driven clips. Sources: OpenAI Help Center ("What to know about the Sora discontinuation") and API deprecations page; Google Gemini API Veo 3.1 and video generation docs; Kling VIDEO 3.0 model guide, Element Library guide and API capability map; ByteDance Seed "Seedance 2.0 Official Launch"; MiniMax API reference (image-to-video) and Hailuo 2.3 announcement; Alibaba Cloud Model Studio Wan 2.7 image-to-video API reference and model list. Checked October 2026.