# Runway Text-to-Video

> Runway Text-to-Video is available on Artifio.ai — a unified AI workspace with a single pay-as-you-go wallet.

- Canonical page: https://artifio.ai/models/runway-text-to-video
- Run it: https://artifio.ai/create/runway-text-to-video
- Modality: prompt to video
- Model brand: Runway
- Pricing: from about $0.060 per generation (exact cost shown in the workspace before you confirm; varies with selected options)
- Typical generation time: ~240s (catalogue estimate)
- Full pricing table: https://artifio.ai/pricing/models

## About Runway Text-to-Video

Runway is a New York AI research company that has shipped a new video generation family roughly once a year since Gen-1. Its current text-to-video generation is Gen-4.5, announced on December 1, 2025. The release turns a written prompt into a high-definition clip, and Runway reported a score of 1,247 Elo on the Artificial Analysis text-to-video benchmark at launch, the top position at the time. TechCrunch reported that the release also added native audio, longer multi-shot generation, and character consistency, and that its benchmark showing helped Runway close a 315 million dollar Series E at a 5.3 billion dollar valuation in February 2026.

Runway trains and runs the model on NVIDIA Hopper and Blackwell GPUs and says Gen-4.5 keeps the speed of Gen-4 while raising output quality. On Artifio it runs in the same workspace as 100+ other models, paid per generation from one wallet with no per-model subscription.

## Features

- Generates high-definition video directly from a text prompt, with no input image required
- Native audio generation and multi-shot sequencing were added with the Gen-4.5 release, per TechCrunch
- Character consistency tools carry a subject across shots within a longer generation
- Scored 1,247 Elo on the Artificial Analysis text-to-video benchmark as of November 30, 2025, the highest of any model at that date
- Part of a wider control family: Runway lists image-to-video, keyframes, and video-to-video modes alongside text-to-video
- Runs training and inference on NVIDIA Hopper and Blackwell GPUs

## What people use it for

- Cinematic concept shots and previsualization for film and advertising work
- Short ad and social clips generated straight from script lines
- Physics-heavy action beats where objects need believable weight and momentum
- Establishing shots and VFX-style sequences without a plate shoot

## Reported strengths

- Motion realism is the headline improvement: Runway emphasizes physically plausible movement and simulation of real-world dynamics
- Held the top spot on the Artificial Analysis text-to-video leaderboard at launch, ahead of Google and OpenAI models
- Keeps the generation speed of Gen-4 despite the quality jump, per Runway
- Available across Runway's paid plans and API at pricing comparable to Gen-4

## Reported limitations

- Runway documents causal reasoning failures: effects sometimes precede their causes in generated footage
- Object permanence is imperfect, with objects occasionally appearing or disappearing between frames
- Runway notes a success bias, where depicted actions succeed disproportionately often
- The leaderboard has moved since launch: by July 2026 the top Artificial Analysis text-to-video slots belong to newer releases from ByteDance and Alibaba

## Sources

1. Introducing Runway Gen-4.5 (Runway): https://runwayml.com/research/introducing-runway-gen-4.5
2. AI video startup Runway raises $315M at $5.3B valuation, eyes more capable world models (TechCrunch): https://techcrunch.com/2026/02/10/ai-video-startup-runway-raises-315m-at-5-3b-valuation-eyes-more-capable-world-models/
3. Text to Video Leaderboard (Artificial Analysis): https://artificialanalysis.ai/video/leaderboard/text-to-video

## What it's good at

- The price-performance outlier: at a fraction of flagship video pricing it produced realistic foam physics and crisp spray droplets in our wave test.
- Fast turnaround — both battery clips finished in 45-86 seconds.
- Atmospheric close-up work: steam in the barista test curled beautifully and the latte swirl formed convincingly.

## Where it falls down

- Object logic slips under scrutiny: our barista clip rendered the milk pitcher as translucent glass with coffee-colored liquid inside — a material confusion a steel pitcher shouldn't allow.
- Color grading is flatter than the cinematic tier — the golden-hour wave came out muted rather than glowing.
- Framing runs tight and abstract; it favors close crops over establishing shots, so wide scene-setting briefs may need a different model.

## Best for

- Budget b-roll
- Fast iteration on video concepts
- Tight atmospheric close-ups

## Sample generations (exact prompts)

All samples below were generated on Artifio.ai with this model and are hosted on our media CDN.

### Realistic foam physics at a fraction of flagship pricing

Prompt: "A large ocean wave crashing over dark rocks at golden hour, slow motion, spray and droplets backlit by the sun"

Output (video): https://media.artifio.ai/users/user_3Bm1K1h3HGUm1KEaek1PCLVody6/outputs/runway-text-to-video/2026/07/12/1783817870130-2b36ae3b-59da-4b24-9000-e18335463ff8.mp4

### Beautiful steam curls; note the pitcher's material confusion

Prompt: "A barista pours latte art into a white cup in a bright café, camera slowly pushes in on the cup, steam rising"

Output (video): https://media.artifio.ai/users/user_3Bm1K1h3HGUm1KEaek1PCLVody6/outputs/runway-text-to-video/2026/07/12/1783817926597-2d1dc5cf-3d55-49b4-8e7b-615ed4df788b.mp4

_Strengths and weaknesses above were observed in real generations by the Artifio team, not taken from vendor marketing copy._

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