How to Create High-Quality AI Videos at a Lower Cost with Medeo

Learn how to reduce credit consumption and create high-quality AI videos with Medeo by optimizing prompts, confirming each production step, selecting cost-effective models, and choosing the right Recipe.

Cliff
Content Writer · Jun 24, 2026 · 4 min read
How to Create High-Quality AI Videos at a Lower Cost with Medeo

I. Control Credit Usage: Reduce Wasted Credits at the Source

(1) Optimize Prompts to Create Better Work with Fewer Credits

Medeo community users commonly report that the clearer and more specific a prompt is, the more accurately AI understands the intent, the closer the generated result is to expectations, and the fewer credits are actually consumed. The credits saved can be used for more rounds of trial, error, and iteration.

Good Prompt

  • Clear objective: Specify the video type, style, and duration

  • Use imperative sentences to communicate your intent concisely

  • Include a reference style or scene description

Poor Prompt

  • Starting generation with a vague, undeveloped idea

  • Lacking specific parameters and relying on AI to improvise

  • Repeatedly changing direction and consuming a large number of credits

Tip: If you are not yet sure what result you want, first talk through your ideas with Medeo, then begin generating.

(2) Step-by-Step Confirmation

Before generating the final video, use step-by-step confirmation to control credit consumption and avoid rerunning the entire workflow repeatedly because one stage did not produce the desired result.

  • Step-by-step review: When sending instructions, ask Medeo to pause at key points and wait for confirmation. For example: "After writing the script, show it to me for review first. Once I confirm it, continue creating the images."

  • Plan the workflow: Before generation, organize the video script, storyboard structure, and required assets to avoid repeated credit consumption caused by an unclear direction.

  • Use reference assets: Prepare reference images or videos for characters, scenes, or styles in advance and upload them to Medeo as assets. This guides AI to generate content that better matches expectations and reduces the number of revisions.

(3) Confirm IP Permissions in Advance

Some models have review restrictions on cartoon depictions of real people and IP characters. Before generating, ask Medeo whether the relevant assets are supported.

  • Supported → Continue generating as usual

  • Not supported → Switch models, or first generate a custom digital human and then continue production

II. Control Costs: Achieve the Best Output Through Model Selection

(1) Model Selection Strategy

Medeo supports multiple image and video generation models, each with different trade-offs between cost and quality. When the highest possible visual quality is not required, choosing a lower-cost model can significantly reduce credit consumption.

Text-to-Image / Image-to-Image

Model

Cost Tier

Best For

Grok Imagine, Seedream 4.5

Best Value

Rapid image generation and initial draft validation; fast generation with low credit consumption

Nano Banana 2

Balanced

Everyday content creation with a balance between quality and cost

GPT 2 Image, Midjourney, Nano Banana Pro

High Quality

Final output with refined visual details; scenarios with higher quality requirements

Text-to-Video / Image-to-Video

Model

Cost Tier

Best For

MiniMax Hailuo 2.3

Best Value

Routine batch production with low credit consumption and consistent quality

Grok Video

Fast and Low Cost

Rapid concept validation with extremely fast generation and low cost

Kling 2.5 turbo

Balanced

A solid balance between quality and cost; suitable for standard video content

Kling 3 Pro, Seedance 2

High Quality

Brand content with strong visual impact; scenarios with higher quality requirements

grok image
nano banana 2
minimax hailuo 2.3

Recommendation: During image and video generation, first use a low-cost model to validate the result. Once satisfied, upgrade to a high-quality model for the final output.

(2) Use Recipes to Control Cost Tiers

For the same creative scenario, Medeo offers Recipes at different credit tiers. Before choosing, you can preview the corresponding video result and estimated credit consumption. Select flexibly based on your actual needs to avoid paying a high cost for content with modest requirements.

medeo recipes

(3) How to View Credit Consumption

  • Transparent usage rules: The Medeo homepage provides a clear credit consumption table covering the relationship between video duration, quantity, and credits, allowing you to evaluate costs before generating.

  • Pre-confirmation for high usage: If a generation is estimated to consume more than 80 credits, the system displays a prompt before generation showing the expected usage and giving you time to decide.

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