Tethral Vision AI - Image Ambiguity Detection

Pre-screen images before sending to expensive vision APIs. Save 20-40% on GPT-4V, Claude, and Gemini costs.

How It Works

Our AI analyzes your image to predict how well vision models like GPT-4V, Claude Vision, and Gemini will understand it. We measure "ambiguity" - images that are blurry, have complex textures, or lack clear semantic content.

Why Use This?

Save Money: Skip expensive API calls for ambiguous images
Improve Quality: Route unclear images to human review
Optimize Workflow: Use cheap models for clear images, premium models only when needed

What to Expect

You'll receive an ambiguity score and a color-coded recommendation:

HIGH

Reject or review

MEDIUM

Standard model

LOW

Use fast model

📷

Drop an image here or click to upload

JPG, PNG, or WEBP • Max 10MB

Analysis Results

0.0000

Direct Variance: -

Learned Clarity: -

Classification: -

✅ Results have been sent to your email

Free beta access • Instant results • No credit card required

Interested in API access? Contact us

Tethral Vision AI BETA

How It Works

Why Use This?

What to Expect

Analysis Results