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02
Examples
Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
Prompt
A Wes Anderson style movie trailer with symmetrical framing and pastel colors. Opening: a perfectly centered shot of a grand pink hotel facade with teal shutters. A bellboy in a pillbox hat pushes a luggage cart precisely down the center of a hallway. Quick lateral tracking shots: a mustachioed concierge stamps a passport, twin sisters in matching yellow dresses ride a tandem bicycle through a village square, a detective examines a painting through a magnifying glass while standing in an absurdly tiny elevator. Every shot is perfectly balanced and color-coordinated in pastels. Final symmetrical shot of the entire cast standing in a row on the hotel steps. Text in a vintage serif font: "KLING V3 OMNI VIDEO" then "NOW ON REPLICATE". Whimsical harpsichord music, the sound of a bell ding.
Längd: 0:08
Settings
aspect_ratio
16:9
duration
15
mode
pro
Prompt
A lavish period drama movie trailer set in 18th century Versailles. Opening: a sweeping crane shot over manicured gardens with fountains at golden hour. Cut to a grand ballroom filled with dancers in elaborate silk gowns and powdered wigs, candlelight from enormous chandeliers. A mysterious woman in a crimson dress locks eyes with a nobleman across the room. Quick cuts: secret letters being passed, a duel at dawn in the mist, tears on a beautiful face. Final shot: the woman stands alone on a balcony overlooking Paris at sunset. Elegant gold text fades in: "KLING V3 OMNI VIDEO" then "NOW ON REPLICATE". Sweeping orchestral strings, harpsichord notes, dramatic crescendo.
Längd: 0:08
Settings
aspect_ratio
16:9
duration
15
mode
pro
Prompt
A multi-scene cinematic sequence.
Längd: 0:08
Settings
aspect_ratio
16:9
duration
15
mode
pro
Exempelprompts
Exempel från Railwail-katalogen. De genererades inte live på denna sida.
Character
Längd: 0:05
Cartoon character waving and dancing
03
Om Kling v3 Omni
Kort sagtFrån och med 23 september 2026
Kling v3 Omni är en modell av Kuaishou (Kling) i kategorin Videogenerering. På Railwail kostar Kling v3 Omni 0,2688 US$ per videosekund. Beroende på inställningarna varierar priset mellan 0,2016 US$/s och 0,504 US$/s. En standardkörning på 5 sekunder kostar 1,344 US$. Bildförhållanden som stöds: 16:9, 9:16 och 1:1. Möjliga längder: 3, 5, 10 eller 15 s.
Bakgrund
Om Kuaishou Technology
Grundat 2011 · Beijing, China
Kuaishou Technology (founded 2011 by Su Hua and Cheng Yixiao) operates one of China's two dominant short-video platforms and runs the KLING AI lab. Following the success of Kling 1.x and Kling v3, the team released Kling v3 Omni in 2025 as the multimodal-conditioning variant of v3. Omni accepts not only text and a single image but also audio reference, video reference, character-reference images, sketches, depth maps and pose skeletons, making it the broadest conditioning surface among Chinese video models. Omni is exposed through klingai.com, the Kling Studio editor and the Kling API.
Diffusion Transformer (DiT) with multimodal conditioning adapters
Kling v3 Omni shares the same core DiT denoiser as Kling v3 but adds a suite of conditioning adapters that inject heterogeneous control signals into the diffusion backbone. The model accepts text prompts (bilingual LLM encoder), first frame, end frame, subject-reference images (for locked identity), pose / skeleton videos (for motion transfer), depth maps (for 3D-aware control), sketches (for layout), audio reference (for music-driven motion and lip-sync) and short video references (for style transfer). Each modality is encoded by a dedicated adapter network and merged via cross-attention layers into the 3D spatio-temporal latent stream. Joint audio-video diffusion produces synchronized sound, including lip-sync to a provided dialogue audio track. Training uses paired multimodal-conditioning data including motion-capture libraries, sketch-to-video pairs and music videos.
Parameter
Undisclosed
Funktioner
Text-, image-, pose-, sketch-, depth-, audio- and video-reference conditioning
Lip-sync to a user-provided dialogue audio track
Motion transfer from a pose / skeleton video
Subject-reference for locked character identity
Sketch- and depth-controlled layout for storyboards
1080p / 30 fps, native synchronized audio
Available via Kling Studio and API
Strongest conditioning surface among Chinese video models
Best for: animation studios, lip-sync content, motion-capture-driven workflows.
Träning & licens
Closed corpus including platform video, licensed footage, motion-capture libraries, sketch / depth annotation pairs and music videos with dense multimodal captions.
Licens: Proprietary commercial licence via Kling AI / Kuaishou terms.
Säkerhetstestning: Same filters as Kling v3 plus deepfake / impersonation guards on lip-sync inputs; subject to Chinese CAC algorithmic-content rules.
Kända begränsningar
Complex conditioning workflows can be brittle
Heavy political and public-figure moderation
Higher per-clip cost than vanilla v3
Audio sync is short-form and English/Chinese-leaning
curl https://railwail.com/api/v1/videos/generations \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "kling-v3-omni",
"prompt": "A slow drone shot over a misty pine forest at sunrise"
}'
# Response: {"job_id": "...", "status": "queued", ...}
# Poll until status is completed, failed or cancelled:
curl https://railwail.com/api/v1/jobs/JOB_ID \
-H "Authorization: Bearer $RAILWAIL_API_KEY"
import os
import time
import requests
API = "https://railwail.com/api/v1"
headers = {"Authorization": f"Bearer {os.environ['RAILWAIL_API_KEY']}"}
job = requests.post(
f"{API}/videos/generations",
headers=headers,
json={
"model": "kling-v3-omni",
"prompt": "A slow drone shot over a misty pine forest at sunrise",
},
).json()
while True:
status = requests.get(f"{API}/jobs/{job['job_id']}", headers=headers).json()
if status["status"] in ("completed", "failed", "cancelled"):
break
time.sleep(5)
print(status["status"], status.get("output_url"))
const API = "https://railwail.com/api/v1";
const headers = {
Authorization: `Bearer ${process.env.RAILWAIL_API_KEY}`,
"Content-Type": "application/json",
};
const job = await fetch(`${API}/videos/generations`, {
method: "POST",
headers,
body: JSON.stringify({
model: "kling-v3-omni",
prompt: "A slow drone shot over a misty pine forest at sunrise"
}),
}).then((r) => r.json());
let status;
do {
await new Promise((r) => setTimeout(r, 5000));
status = await fetch(`${API}/jobs/${job.job_id}`, { headers }).then((r) => r.json());
} while (!["completed", "failed", "cancelled"].includes(status.status));
console.log(status.status, status.output_url);
Kling v3 Omni är en modell av Kuaishou (Kling) i kategorin Videogenerering. På Railwail kan du anropa den med en API-nyckel via Railwail API.
Vad kostar Kling v3 Omni på Railwail?
På Railwail kostar Kling v3 Omni 0,2688 US$ per videosekund. Beroende på inställningarna varierar priset mellan 0,2016 US$/s och 0,504 US$/s. En standardkörning på 5 sekunder kostar 1,344 US$. Priset är känt innan körningen startar. Användningen betalas från förbetald kredit; 1 kredit motsvarar 0,01 US$.
Vilka inställningar stöder Kling v3 Omni?
Enligt sitt inmatningsschema känner Kling v3 Omni till dessa parametrar: prompt, duration (3, 5, 10 eller 15), end_image, start_image, aspect_ratio (16:9, 9:16 eller 1:1) och reference_images (upp till 7 filer).
Hur snabb är Kling v3 Omni?
Det finns ännu inte tillräckligt många uppmätta körningar av Kling v3 Omni på Railwail för att ange en körningstid. Det beror på inmatningen, inställningarna och belastningen hos leverantören.
Är Kling v3 Omni bättre än Google Veo 3.1?
Det beror på uppgiften. Kling v3 Omni (Kuaishou (Kling)) och Google Veo 3.1 (Google DeepMind) är båda modeller i kategorin Videogenerering. Jämförelsesidan visar deras priser och specifikationer sida vid sida.
Skapa en Railwail API-nyckel och skicka din begäran med modell-ID:t kling-v3-omni. Kodexempel för curl, Python och JavaScript finns i API-avsnittet på denna sida.
