Output layer for generative pipelines

Ship 4K+ outputs without paying 4K+ generation costs

FullScale is the last step in your image/video pipeline: take outputs from any model provider, upscale with color-accurate fidelity, and deliver a production-ready asset to your users.

2× / 4× / 6× scalingPreserve style + colorWorks on AI outputs and camera footage

How it works

Add FullScale after generation. You keep your provider, prompt stack, and creative workflow — we make the output production-grade.

1) Generate

Sora / Runway / SD / Midjourney / anything.

1024–2048px, fast + cheap.

2) FullScale

2× / 4× / 6× upscale with fidelity modes.

Style-preserving, color-accurate.

3) Deliver

Return your normal output API or CDN URL.

4K+ assets for customers.

Why teams use it

  • Reduce generation cost: generate small, deliver large.
  • Preserve brand & art direction: no hallucinated edits.
  • Drop-in REST integration: fits existing pipelines.
  • Enterprise controls: SLA, dedicated GPUs, white-label.

Simple, predictable pricing

Pay per frame. No hidden fees, no minimums.

Production Standard
scale
$0.012
per frame
1080p → 4K (3840×2160)
10s video: $3.60
Best for social, streaming
MOST POPULAR
Premium Mastering
scale
$0.03
per frame
1080p → 8K (7680×4320)
10s video: $9.00
Best for premium delivery
Large Format
scale
$0.06
per frame
1080p → 12K (11520×6480)
10s video: $18.00
Cinema, print, archival

Based on 10-second clips at 30fps (300 frames). Images are priced per-image.

View detailed input/output examples →

Cost leverage

Generate at 1K. Deliver at 4K. Lower compute per asset.

Low latency

Fast enough for interactive tools and pipeline post-processing.

Fidelity-first

Maintain the exact look; add pixels without rewriting content.

Production formats

Images + full video with audio for real workloads.

API-first integration

Use FullScale as the final step: take the output of any streaming generative provider, call our upscale, and return your existing output API.

Open docs
curl -X POST https://m80ai.com/api/fullscale \
  -H "Content-Type: application/json" \
  -H "X-API-Key: fs_YOUR_API_KEY" \
  -d '{
    "image_base64": "<base64 PNG/JPEG>",
    "scale": "4x",
    "quality": "faithful"
  }'

Authentication uses the X-API-Key header.

Interactive demo

Proof the quality on your assets. This UI is a proof-of-concept; the production API/pipeline supports the full format matrix.

Drop an image or video

PNG/JPG/WebP • MP4/MOV

Max input: 1920×1080 (optimized for AI-generated content)

Enterprise deployment

Dedicated GPU capacity, SLA, usage reporting, webhook orchestration, and white-label output endpoints.