GPU-Accelerated · Serverless · Sub-2s Cold Start

Create Stunning AI Videos
from simple prompts

Turn text, images, or existing footage into studio-quality video — powered
by dedicated GPU clusters that scale instantly to your demand.

GPU Models
0 +
Peak Compute
0 TB/s
API Calls / Day
0 M+
Per GPU/sec
0
Certified
SOC 2

WHY INSTANT GPU

Built Different, Built for Video

Most AI platforms bolt video generation on as an afterthought. We designed every layer of our stack — GPU
topology, memory pooling, and inference pipeline — specifically for temporal video workloads.

No Cold-Start Penalty

H100 clusters warm up in under 1.8 seconds. Your first frame renders before most platforms even acknowledge the request.

640 GB Pooled HBM3

Eight H100s share memory via NVLink 4.0. Long 4K sequences never page to disk — every tensor stays hot across all frames simultaneously.

Temporal Consistency

Our pipeline enforces frame-to-frame coherence at the diffusion level — no flickering, no identity drift, no motion artifacts across 120-second clips.

Pay Only for Render Time

Serverless means zero idle cost. You're billed per GPU-second of active rendering — nothing while the cluster is queued or cooling down.

SUPPORTED MODELS

Best-in-class diffusion models

Choose from frontier open-source and commercial models, each
optimized with TensorRT for maximum throughput.
google / nano banana 2

google / nano banana 2

Google's Nano Banana 2 model for AI-powered image editing. Provide up to 14 reference images and a text prompt to produce edited outputs at 1K, 2K, or 4K resolution.
image-to-image
tongyi-mai / z image turbo

tongyi-mai / z image turbo

Z-Image is a powerful and highly efficient image generation model family with 6B parameters
text-to-image
qwen / qwen image edit 2511 lora

qwen / qwen image edit 2511 lora

Qwen series that achieves significant advances in complex text rendering and precise image editing and has LoRA support.
image-to-image
qwen / qwen image edit 2511

qwen / qwen image edit 2511

It delivers stronger edit consistency, robust multi-person identity/pose consistency, built-in LoRA styles, enhanced industrial/product design.
image-to-image
alibaba / wan 2.6 t2i

alibaba / wan 2.6 t2i

Alibaba WAN 2.6 Text-to-Image generates high-quality images from natural-language prompts with strong prompt adherence and clean composition.
text-to-image
pruna / pruna image edit

pruna / pruna image edit

P-Image-Edit is Pruna's premium image editing model. It supports complex compositions, style transfers, and targeted edits with text instructions.
image-to-image
pruna / pruna image t2i

pruna / pruna image t2i

P-Image is Pruna's ultra-fast text-to-image model with automatic prompt enhancement and 2-stage refinement.
text-to-image
google / nano banana pro edit

google / nano banana pro edit

Google Nano Banana Pro (Gemini 3.0 Pro Image) Edit enables image editing with 4K-capable output.
text-to-image
google / nano banana edit

google / nano banana edit

Google Nano Banana Pro (Gemini 3.0 Pro Image) Edit enables image editing with 4K-capable output.
text-to-image

PLAYGROUND

Start building on the model  before you commit.

Type a prompt, tune the parameters, hit generate — see real latency and cost estimates on H200, A100, and RTX tiers right here in your browser. No API key, no credit card.

CORE CAPABILITIES

Everything you need to create at Scale

Six production-grade capabilities in one unified API. Mix and chain them —
text to frames, frames to motion, motion to upscaled master.
Text → Video

Text → Video

Describe a scene in plain language and receive a temporally coherent video clip. Supports complex camera movements, lighting cues, and multi-subject scenes.
Image → Video

Image → Video

Breathe life into any still image. Our optical flow model infers natural motion paths and generates fluid video that extends your composition believably.
4× Super-Resolution

4× Super-Resolution

Real-ESRGAN upscaling recovers fine detail from compressed or low-resolution sources. Runs on a dedicated A100 sidecar concurrently with encoding.
Video → Video

Video → Video

Restyle, relight, or fully reimagine existing footage. Preserves original motion structure while replacing visual style, characters, or environment.
Frame Interpolation

Frame Interpolation

RIFE v4.6 neural interpolation smooths any source video to 60fps or 120fps. No ghosting, no double-image artifacts — genuine motion synthesis.
Multi-Format Export

Multi-Format Export

One generation job delivers H.265, AV1, H.264, ProRes 422, and WebM in parallel. No re-encoding fee — all formats come from the same GPU pass.

POPULAR USE CASES

What team build on Instant GPU

From indie creators to enterprise media pipelines — here’s how teams
are using GPU-accelerated video generation in production today.
A/B test
A/B test

AD CREATIVE

Performance Ad Videos at Scale

Generate 50+ video ad variants in minutes. Test different hooks, voiceovers, and visuals simultaneously — no production crew, no re-shoot costs.

E-COMMERCE

360° Product Demo Videos

Turn product photos into rotating 3D demos, unboxing videos, and lifestyle scenes — directly on your product pages, without a studio.
synthetic clips
synthetic clips

FILM PRODUCTION

Synthetic Training Data Generation

Generate thousands of labeled video clips for CV model training. Control scene composition, lighting, occlusion, and edge-case scenarios programmatically via API.
pre-viz / VFX
pre-viz / VFX

FILM PRODUCTION

Pre-Viz & VFX Concept Reels

Generate storyboard animatics, pre-visualization reels, and VFX concept videos before committing to expensive live shoots or 3D renders.

SUPPORTED GENERATION MODELS

Choose the right model
for your job.

Three specialized models, each tuned for a different generation mode. All run on
the same bare-metal GPU infrastructure — switch via a single API parameter.
CineGen Ultra
TEXT -> VIDEO

CineGen Ultra

Temporal Diffusion · v3.1

Flagship text-to-video model trained on 500M video-caption pairs. Produces photorealistic scenes with precise motion control and strong temporal coherence across long clips.

MAX DURATION
120 sec
MAX RESOLUTION
4K UHD
FRAME RATE
Up to 60fps
GPU TIER
H100
FrameBridge
IMAGE → VIDEO

FrameBridge

Optical Flow + Diffusion · v2.4

Animates still images into fluid video clips using optical flow estimation combined with latent diffusion. Generates natural, believable motion from a single input frame.

MAX DURATION
25 sec
MAX RESOLUTION
1080p FHD
FRAME RATE
24/30fps
GPU TIER
A100 40GB
MorphStream
VIDEO → VIDEO

MorphStream

Structure-Preserving Diffusion · v1.8

Transforms existing video footage with new styles, lighting conditions, or scene settings. Preserves original motion and structure while replacing the visual aesthetic entirely.

MAX DURATION
120 sec
MAX RESOLUTION
1080p FHD
FRAME RATE
Up to 60fps
GPU TIER
H100

PRICING

Pay for what
you actually use

Billed per millisecond of actual GPU execution time. Zero charges
when your functions are idle.

Launch your first

Deployment Today

GPU-powered workloads, run serverless AI functions, and access production-
ready model endpoints — all on one unified platform.

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Cloud GPUs

Serverless

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