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Objective benchmarks and transparent data for AI video generation. Rankings refreshed weekly.

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© 2026 VidScore. Data updated April 2026.

  1. Home
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  3. CogVideoX-5B

CogVideoX-5B

Best Valueresearchfine-tuning

Zhipu AI / THUDM · 3D Expert Diffusion Transformer · v5Bhide_sourceNo public price yet

Built for research and fine tuning. Pricing is still unclear, so verify the market before committing.

—/sec

Ceiling

480p

Duration

6–10s

Price source

—

Text-to-VideoImage-to-VideoV2V

Best for

Research and fine tuning

10s clips support short narrative work.

Watch out for

ELO of 785 places it near the bottom of the Arena — significantly behind premium models

ELO of 785 places it near the bottom of the Arena — significantly behind premium models

Starting cost

No public rate

No reliable per-second starting tier is publicly documented yet.

Quick facts for AI assistants

Citation-ready model facts

These facts are generated from the current model record, provider verification metadata, and the page update timestamp.

Canonical URL
https://vidscore.dev/models/cogvideox
Current verdict
Built for research and fine tuning. Pricing is still unclear, so verify the market before committing.
Verified pricing
No verified comparable API rate yet
Provider evidence
FAL.ai (Reported); Replicate (Reported)
Best fit
Best Value, research, fine-tuning
Primary limitation
ELO of 785 places it near the bottom of the Arena — significantly behind premium models
Last updated
2026-04-14

Pricing

The default rate first, with provider details one click away.

2 providers, 4 tiers

No public rate

No verified public pricing yet

No public per-second rate is documented yet.

All provider rates

Expand for every tier, audio surcharge, and verification note.

2 providersexpand_more
FAL.ai

CogVideoX-5B · Reported by provider · HIGH trust

Open provideropen_in_new
Text-to-Video720x480
$0.20
Image-to-Video720x480
$0.20
Video-to-Video720x480
$0.20
Checked 2026-04-14
Replicate

CogVideoX-5B · Reported by provider · HIGH trust

Open provideropen_in_new
Text-to-Video720x480
$0.32
Checked 2026-04-14

Should you choose it?

Why pick CogVideoX-5B, and why pass?

Use this as a sanity check before you compare it against the closest alternatives.

thumb_upWhy choose it

  • Extremely affordable API pricing — $0.20 per video on FAL.ai, lowest among major models
  • Open source with full model weights and LoRA fine-tuning support for domain customization
  • Trained on 35M video clips — strong foundational knowledge of real-world motion patterns
  • 3D Expert Transformer with spatiotemporal attention produces coherent motion across frames
  • Low VRAM requirement (~21GB with optimizations) makes self-hosting accessible on consumer GPUs

infoWhy skip it

  • ELO of 785 places it near the bottom of the Arena — significantly behind premium models
  • Native 720x480 resolution is substandard — far below the 1080p+ of modern competitors
  • Default 8 fps produces choppy output; requires RIFE interpolation for smoother playback
  • Custom CogVideoX license restricts some commercial use cases — not Apache 2.0
  • No audio, lip-sync, or camera control features

Quick facts

Keep the key specs and next jumps close

Resolution
480p
Duration
6–10s
Audio
Post only
Open source
Yes

Jump links

PricingComparePrompt guideFAQ

Quick links

open_in_newTry on FAL.aicalculateCost CalculatorleaderboardLeaderboard

Prompt playbook

auto_fix_highStart with these three moves

Scan the quick playbook first. Open the full guide only when you need deeper do/don't rules or example prompts.

  1. 1

    Use long, descriptive prompts of 50-100 words — CogVideoX is trained on detailed captions and responds best to comprehensive descriptions.

  2. 2

    Pre-process prompts with an LLM like GPT-4 or GLM-4 for augmentation — the official recommendation for optimal quality.

  3. 3

    Include precise environmental context: lighting conditions, time of day, weather, and setting details.

Open the full prompt guide

Extra prompt tips, best practices, common mistakes, and example prompts.

expand_more

More tips

  1. 4Specify camera behavior explicitly: 'slow tracking shot,' 'static wide angle,' 'close-up with shallow depth of field.'
  2. 5Use negative prompts to refine output: 'blurry, distorted, low quality, watermark, text overlay' helps avoid common artifacts.

✓ Do this

  • Use LoRA fine-tuning to adapt the model to specific visual styles or domains
  • Set a fixed seed for deterministic, reproducible generation when iterating
  • Adjust guidance scale (CFG) between 5-10 for best quality-diversity tradeoff (default 7)
  • Enable RIFE interpolation for smoother motion at higher frame rates
  • English prompts only — max 226 tokens per prompt

✗ Avoid this

  • Native output at 720x480 is below HD — requires upscaling for production use
  • Default 8 fps produces visibly choppy motion; 16 fps available in v1.5 variant
  • English-only prompt support — no multilingual capabilities
  • Prompt length capped at 226 tokens — complex scenes need concise description
  • Custom CogVideoX license — check terms before commercial deployment
  • No audio generation — video-only output

Example prompts

Still Life / Atmospheric

“A detailed close-up of a steaming cup of coffee on a wooden table in a cozy library. Bookshelves line the walls in the background, soft warm light from a nearby desk lamp. The steam rises slowly and curls in the still air. Shallow depth of field, cinematic color grading with warm amber tones. Static camera, gentle ambient atmosphere.”

Cinematic / Character

“A young woman with long dark hair walks along an empty beach at sunset. The ocean waves roll gently behind her, golden light illuminating her silhouette. She wears a flowing white dress that moves with the breeze. Camera follows her in a slow tracking shot from the side. Cinematic, dreamlike quality, warm color palette with deep oranges and purples in the sky.”

Sci-fi / Physics

“An astronaut floats weightlessly inside a space station, sunlight streaming through a circular window showing Earth below. Equipment and cables drift around the cabin. The astronaut reaches out to touch the window glass. Zero gravity physics, hyper-realistic lighting, detailed textures on the spacesuit. Static wide-angle shot capturing the full interior.”

Based on the official prompt guide →

FAQexpand_more

Where can I use CogVideoX-5B?

Via API on FAL.ai and Replicate.

How do I get good results with CogVideoX-5B?

Use long, descriptive prompts of 50-100 words — CogVideoX is trained on detailed captions and responds best to comprehensive descriptions. See the prompt guide below.