Image Optimization Analyzer

Analyze images and get optimization recommendations.

Drop an image here

or click to browse files

What is Image Optimization?

Image optimization reduces the file size of an image without meaningfully degrading how it looks. Smaller files load faster, consume less bandwidth, and improve Core Web Vitals such as Largest Contentful Paint. The main levers are choosing the right format, adjusting the compression level, resizing dimensions, and removing unnecessary metadata.

This analyzer reads the file name, size, type, and pixel dimensions of an image and then computes its bits-per-pixel value, which is the file size in bits divided by the number of pixels (size × 8 ÷ pixels). That single number is a useful signal: very high values usually mean the image is inefficiently encoded or carries data that could be stripped.

The recommendations depend on the format. JPEG images get suggestions to reduce quality to 80–85% when bits-per-pixel exceeds 2, to resize when the longest edge is over 1920 pixels, and to convert to WebP or AVIF. PNG images get PNG-8 quantization, an optional JPEG conversion for photographic content, and lossless WebP and AVIF options. GIF, BMP, and WebP each have their own tailored advice. The results also show format score cards, with JPEG labeled as the original at 100% alongside estimated WebP and AVIF efficiency, and a total potential savings figure capped at 100%.

The analysis runs entirely in your browser. The image is read locally with the FileReader and Image APIs, so it is never uploaded, stored, or shared.

Key Concepts

  • Bits per pixel — file size in bits divided by the pixel count.
  • Dimensions — the width and height read from the image.
  • Format recommendations — advice tailored to the detected file type.
  • Estimated savings — the size reduction each technique could achieve.
  • Format score cards — the relative efficiency of JPEG, WebP, and AVIF.
  • Client-side analysis — images are never uploaded.

How to Use

  1. Upload an image — Drag and drop a raster image onto the drop zone or click Browse Images to choose a file.
  2. Read the file information — Review the name, size, dimensions, and detected format.
  3. Review compression analysis — Check the current and recommended formats plus the resolution and bit-density notes.
  4. Review optimization suggestions — See each suggestion with its estimated savings and percentage.
  5. Apply the recommendations — Resize, recompress, or convert the image with an image editor or optimizer.

Format Reference

Format Web support Typical recommendation
JPEGExcellentReduce quality to 80–85% when bits per pixel exceed 2; convert to WebP or AVIF.
PNGGoodQuantize to PNG-8, convert photos to JPEG, or use lossless WebP or AVIF.
GIFLimitedConvert to animated WebP, or to MP4/WebM for longer animations.
BMPPoorConvert to PNG lossless (roughly half the pixel count in bytes).
WebPExcellentAdjust quality for small additional savings.
AVIFExcellentBest compression on modern browsers.

Worked Examples

  • Large JPEG photo — a JPEG longer than 1920 pixels gets a quality-reduction suggestion, a resize to 1920 pixels, WebP conversion (about 30% of the original size), and AVIF conversion (about 15%).
  • PNG graphic — a screenshot is suggested for PNG-8 quantization (about 60%), lossless WebP (about 25%), and AVIF (about 12%).
  • Photographic PNG — a PNG larger than 500,000 pixels with high bit density also gets a JPEG conversion suggestion (about 15%).
  • Animated GIF — suggestions include animated WebP (about 30%) and MP4 or WebM video (about 10%).
  • BMP image — converting to lossless PNG is estimated at roughly half the number of pixels in bytes.
  • Efficient WebP — if potential savings exceed about 10 KB a mild quality adjustment is suggested; otherwise the file is reported as already well compressed.

Tips and Common Mistakes

  • High bits per pixel is a warning sign — it often points to unnecessary detail or embedded metadata that can be stripped.
  • Respect transparency — do not convert images that need an alpha channel to JPEG; use WebP or PNG instead.
  • Cap the longest edge at 1920 pixels — anything larger is usually wasted for typical web viewing.
  • Prefer modern formats — WebP and AVIF shrink files further than JPEG or PNG at similar quality.
  • Never upscale — the resize suggestions scale down; upscaling a small image only adds pixels, not detail.
  • Treat estimates as guidance — always inspect the image after compressing to confirm the quality is acceptable.

Common Use Cases

Analyzing an image before optimizing it saves time and removes guesswork. Here are some of the situations where it helps most.

  1. Web performance tuning — shrink hero and banner images to improve Largest Contentful Paint.
  2. E-commerce — optimize product photos without visible quality loss.
  3. Blogs and CMS — reduce upload sizes for faster page loads.
  4. Landing pages — prepare responsive, modern-format assets.
  5. Mobile apps — audit bundled image assets for size.
  6. Site audits — find the biggest optimization opportunities first.

Frequently Asked Questions

Which image format is best for the web?

WebP balances compression and browser support well, while AVIF compresses further on newer browsers. JPEG remains a safe fallback for photographic content.

Is my image uploaded to a server?

No. The analysis runs entirely in your browser using the FileReader and Image APIs, so the image never leaves your device.

What is bits per pixel and why does it matter?

It is the file size in bits divided by the number of pixels. High values often mean the image is inefficiently encoded or carries excess metadata that could be removed.

Does the tool convert my image?

No. It only analyzes and recommends. Use an image optimizer, converter, or resizer to apply the suggested changes.

What image sizes are considered too large?

The analyzer flags images longer than 1920 pixels and calls out anything beyond 2560 pixels as excessive for typical web use.

Does it detect transparency?

The analyzer does not inspect the alpha channel. It recommends JPEG conversion only for large, high bit-density PNGs, so keep PNG or WebP when you need transparency.

Why recommend WebP over AVIF?

WebP has broader browser support, so it is the safer primary choice. AVIF is suggested as an enhancement for modern browsers.

How is total potential savings calculated?

The estimated savings of every recommendation are added together and shown as a percentage of the original file size, capped at 100%.