OpenAI Sora 2

Video generationDeprecatedUnavailable
by OpenAIModel ID: sora-2

OpenAI's second-generation Sora video model. Realistic motion, improved physics, audio support.

Status
Unavailable
Aspect ratios
16:9, 9:16, 1:1
Input โ†’ output
Text + Image โ†’ Video
Run time (median)
2 min 2 s
Developer
OpenAI
Updated
September 23, 2026

OpenAI Sora 2 is currently unavailable

Currently unavailable: this model has been deactivated.

You can still read the details on this page. Pick one of the available alternatives below to run a comparable model right away.

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The provider is phasing this model out.

Newer version available: Google Veo 3.1 Fast

01

Comparable models

All in this category
  • Google Veo 2Google DeepMind

    Google's state-of-the-art video generation model. Simulates real-world physics with various visual styles.

    US$0.60/s

  • Google's Veo 3 served via Replicate. Text-to-video with native synchronized audio generation. High-fidelity motion and scene coherence in short clips.

    US$0.48/s

  • Google Veo 3.1Google DeepMind

    Latest Veo with image-to-video and context-aware audio

    US$0.48/s

02

Playground

Try OpenAI Sora 2

Input & output

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Currently unavailable: this model has been deactivated.

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Try OpenAI Sora 2

0 / 2,000

What video to generate

Output
Your video appears here.

This run

No price โ€“ currently unavailable.

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03

About OpenAI Sora 2

TL;DRAs of September 23, 2026

OpenAI Sora 2 is a model by OpenAI in the Video generation category. OpenAI Sora 2 is currently not available on Railwail. Supported aspect ratios: 16:9, 9:16 and 1:1. Newer version: Google Veo 3.1 Fast.

Background

About OpenAI

Founded 2015 ยท San Francisco, USA

OpenAI was founded in December 2015 by Sam Altman, Elon Musk, Greg Brockman, Ilya Sutskever, Wojciech Zaremba, John Schulman, Andrej Karpathy and others. The company shipped Sora 1 in December 2024 inside ChatGPT and the standalone Sora app. Sora 2 launched in 2025 as the substantially upgraded successor: longer durations, much better physics, native synchronized audio (sound effects, music and dialogue) and an entirely new social product called the Sora app, which features a TikTok-like feed of user-generated AI clips and the 'cameo' feature that lets users insert their own and friends' likenesses into generated videos. Sora 2 cemented OpenAI's position alongside Google DeepMind's Veo 3 family as the frontier of consumer-accessible video generation in 2025.

Visit OpenAI

Architecture

Diffusion Transformer on spacetime patches with joint audio-video diffusion

Sora 2 builds on the Sora 1 'spacetime patches' DiT architecture: a 3D causal VAE encodes video into a spatio-temporal latent and a transformer denoiser is trained on patches drawn from that latent. The headline architectural change is a joint audio-video diffusion pipeline that produces synchronized soundtrack -- including sound effects, ambient noise, music swells and short dialogue with lip-sync -- alongside the visual track. Sora 2 also adds an explicit 'cameo' conditioning channel that locks character identity to a user-provided reference video / images while enforcing OpenAI's identity-consent and impersonation policies. Native generation runs up to ~25-60 seconds depending on tier, at up to 1080p. Conditioning uses a GPT-family text encoder with dense recaptioning, plus optional image and video references. Public benchmark results and OpenAI's own internal evaluations report substantial gains over Sora 1 in motion fidelity, physical plausibility and prompt adherence.

Parameters
Undisclosed

Capabilities

  • Native synchronized audio (sound effects, ambient sound, dialogue with lip-sync)
  • Up to ~25-60 second clips at up to 1080p depending on tier
  • 'Cameo' feature: insert user / friend likeness with consent verification
  • Strong physical plausibility (water, fabric, crowds, gravity)
  • Text-to-video, image-to-video, video-to-video, in-painting and extension
  • Social Sora app with TikTok-like feed of AI clips
  • Dense GPT-class recaptioning pipeline for strong prompt adherence
  • Available via Sora app and ChatGPT Plus / Pro; OpenAI shut down its video API (Videos API) on 24 September 2026
  • Best for: cinematic shorts with sound, social-media content, character cameos.

Training & license

Massive curated multilingual audio-video corpus combining licensed footage, web data and partner sources, with dense synthetic audio-visual captions; exact size undisclosed.

License: Proprietary commercial licence via OpenAI terms; commercial use on paid plans subject to content policy; mandatory C2PA metadata and visible watermark on outputs; cameo feature gated by identity-verification flow.

Safety testing: Extensive external red-team, cameo identity-consent enforcement, public-figure and CSAM filters, deepfake / impersonation guards; published system card.

Known limitations

  • Strict cameo / public-figure / impersonation moderation
  • Per-clip cost and queue times can be high
  • Closed model without a peer-reviewed paper
  • Audio is short-form (limited musical sophistication)
  • Some content categories blocked entirely (political ads, violent scenes)
04

Pricing

Currently unavailable: this model has been deactivated. There is no price for this model at the moment, so it cannot be run.

05

API

Call OpenAI Sora 2 with your Railwail API key. Use this model ID in the request:

Currently unavailable

The model has no verified price or is deactivated; API calls are refused.

06

Specifications

Model ID
sora-2
Developer
OpenAI
Input
Text, Image
Output
Video
Aspect ratios
16:9, 9:16, 1:1
Run time (median)
2 min 2 s19 completed runs on Railwail in the last 90 days
Lifecycle
Deprecated
Model size
Undisclosed
License
Proprietary commercial licence via OpenAI terms; commercial use on paid plans subject to content policy; mandatory C2PA metadata and visible watermark on outputs; cameo feature gated by identity-verification flow.
Catalog entry updated
September 23, 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • promptrequired

    What video to generate

    Type: Text
    Default: โ€“
    Allowed values: up to 2,000 characters
  • fps
    Type: Integer
    Default: 30
    Allowed values: 24 to 30
  • seed

    Optional seed for reproducibility

    Type: Integer
    Default: โ€“
    Allowed values: โ€“
  • image_url

    Optional reference image for image-to-video

    Type: Text
    Default: โ€“
    Allowed values: โ€“
  • aspect_ratio
    Type: Choice
    Default: 16:9
    Allowed values: 16:9, 9:16 or 1:1
  • duration_sec
    Type: Integer
    Default: 10
    Allowed values: 1 to 30
  • motion_strength
    Type: Number
    Default: 0.6
    Allowed values: 0 to 1

Tags

  • openai
  • sora
  • text-to-video
  • flagship
  • audio
07

Use cases

What it is used for

  • Cinematic shorts with native sound
  • Social-media short-form video and cameos
  • Advertising and brand creative
  • Music-video animatics
  • Storyboarding with audio
  • Education and explainer video
08

Frequently asked questions

What is OpenAI Sora 2?

OpenAI Sora 2 is a model by OpenAI in the Video generation category. It is listed on Railwail but cannot be run at the moment.

How much does OpenAI Sora 2 cost on Railwail?

OpenAI Sora 2 cannot be run on Railwail at the moment, so there is no current price. Available alternatives with prices are listed further down this page.

Which settings does OpenAI Sora 2 support?

According to its input schema, OpenAI Sora 2 knows these parameters: prompt (up to 2,000 characters), fps (24 to 30), seed, image_url, aspect_ratio (16:9, 9:16 or 1:1), duration_sec (1 to 30) and motion_strength (0 to 1).

How fast is OpenAI Sora 2?

On Railwail, the median run time of OpenAI Sora 2 over the last 90 days was 2 min 2 s, based on 19 completed runs.

Is OpenAI Sora 2 better than Google Veo 3.1 Fast?

That depends on the task. OpenAI Sora 2 (OpenAI) and Google Veo 3.1 Fast (Google DeepMind) are both models in the Video generation category. The comparison page shows their prices and specifications side by side.

Compare OpenAI Sora 2 and Google Veo 3.1 Fast

Can OpenAI Sora 2 use an image as input?

Yes. Send the image in the image_url parameter.

Can I use OpenAI Sora 2 right now?

Currently unavailable: this model has been deactivated. The page stays online; available alternatives from the same category are listed further down.

All models through one API

One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = US$0.01.