The Brutal Truth Behind AI Image Compression Tools: What Actually Works for Real-World Blogging

Intro: Most AI image compression tools sell you a fantasy. “Reduce file size without losing quality!” But in the real world, where high-res AI-generated visuals meet page speed budgets, most of them fold under pressure. This isn’t a listicle. This is a teardown. We ran a 6144×4096 Upscayl-upscaled Sora image through everything from Squoosh to Nero to Optidash. Some tools survived. Most didn’t.


🔢 The Benchmark Setup

  • Source Image: AI-generated using Sora
  • Subject: Female face + futuristic circuit board + UI overlays
  • Resolution: Upscaled to 6144×4096 using Upscayl
  • Format: PNG (20.3MB)
  • Control Compression: Resized to 1600×1067, converted to WebP using Squoosh with:
    • Lossless ON
    • Effort: 8
    • Slight Loss: 2
    • Final size: 898KB

All tools were tested against this resized 1600×1067 image unless they supported the original.


🔋 Control: Squoosh

Input SizeOutput SizeFormatNotes
20.3MB PNG898KB WebPWebPBaseline control

No distortion. No artifacts. Local tool. Reliable.


❌ TinyPNG

  • Visit TinyPNG
  • Upload limit: 5MB (required resize to test)
  • Output: 1600×1067 WebP @ 479KB
  • Artifacts: Lip smudge, cheek distortion, banding in gradients

“Compression that wins in size, but loses on inspection.”

Visual comparison below confirms the verdict.

Visual comparison: Squoosh vs TinyPNG — facial gradient and UI overlay test
Squoosh Output

Left: Squoosh (898KB WebP)

TinyPNG Output

Right: TinyPNG (479KB WebP)

🔍 Alternative Use: Great for compressing icons, logos, and flat illustrations where minor color banding doesn’t matter.


❌ Pixelcut

  • Visit Pixelcut
  • Function: Upscaler only
  • Free output resolution: 1080×720
  • Full res requires login
  • Format: PNG only

Disqualified. Not a compressor. Locked resolution. Still bloated.

Visual comparison below confirms the verdict.

Visual comparison: Squoosh vs PixelCut — detail and artifact test
Squoosh Output

Left: Squoosh (1600×1067, WebP)

PixelCut Output

Right: PixelCut (1080×720, PNG)

🔍 Alternative Use: Quick mockups, thumbnails, and social share previews where quality and size aren’t a concern.


❌ Nero AI Compressor

Input SizeOutput SizeFormatVerdict
20.3MB PNG3.0MB PNGPNGRuined

Massive 85.3% reduction. But the price? Face destroyed with posterization. Skin gradients blockified.

This isn’t compression. It’s color sabotage.

Visual comparison below confirms the verdict.

Visual comparison: Squoosh vs Nero AI — compression artifacts at full scale
Squoosh Output

Left: Squoosh (1600×1067, WebP)

Nero AI Output

Right: Nero AI (2560×1707, PNG)

❌ Imagify

  • Visit Imagify
  • Requires account sign-in for use.
  • Disqualified on workflow constraint.

No login? No benchmark.

🔍 Alternative Use: Could be useful for scheduled WordPress site-wide optimization — just not for on-the-fly benchmarking.

ImageAI (img.ly)

  • Visit img.ly — but know it’s not for compression.
  • Not a compression tool. Just an AI image generator/editor.
  • No upload compression workflow available.

Disqualified for this benchmark.

🔍 Alternative Use: Useful as an in-browser AI editor, not an optimizer.


❌ Krikey AI

  • Visit Krikey — primarily for avatar generation.
  • Another misfire. Avatar/video generation only.
  • No compression tool, no WebP, no image optimization.

Disqualified for image compression use.

🔍 Alternative Use: 3D avatar creation and virtual scenes for creators, not asset delivery.


❌ ShortPixel (initial test)

Too small for real images. Out.

🔍 Alternative Use: Great once resized. Not reliable for high-res AI assets without login.


❌ Optidash

InputOutputFormatVerdict
2.98MB PNG1.86MB PNGPNGPoor

Artifacts across facial tone, noticeable paint-bucket effect on gradients.

37% reduction, 100% visual damage.

Visual comparison below confirms the verdict.

📸 Jetpack Image Compare Block: Squoosh vs Optidash

🔍 Alternative Use: May work for UI elements, icons, or blocky design samples.

Visual comparison: Squoosh vs OptiDash — compression output at full resolution
Squoosh Output

Left: Squoosh (1600×1067, WebP)

OptiDash Output

Right: OptiDash (2560×1707, PNG)


✅ ShortPixel (resized input)

InputOutputFormatVerdict
1600×1067 PNG754.6KB WebPWebPExcellent
  • Clean gradients
  • No distortion
  • Comparable to Squoosh in output size and quality

One of the only AI compressors that actually delivered.

Visual comparison below confirms the verdict.

Visual comparison: Squoosh vs ShortPixel — WebP compression output at equal resolution
Squoosh Output

Left: Squoosh (1600×1067, WebP)

ShortPixel Output

Right: ShortPixel (1600×1067, WebP)


📊 Final Verdict Table

ToolPass?Output FormatFile SizeArtifactsComment
SquooshWebP898KBNoneGold standard
TinyPNGWebP479KB❌ Lip + cheek blurToo lossy
Nero AIPNG3.0MB❌ Heavy posterizationUnusable
OptidashPNG1.86MB❌ Visible distortionNot safe
ShortPixelWebP754KB✅ CleanWorth using
OthersN/AN/AN/ADisqualified

🧵 What to Use and Why It Matters

Squoosh is still the control king. But ShortPixel (resized) came out swinging with real compression, clean results, and no vendor lock-in. Everything else? Either marketing fluff, restricted access, or damaging enough to fail a real visual QA check.

If you’re publishing AI visuals, hero images, or anything gradient-heavy on your blog:

  • ✅ Use Squoosh or ShortPixel (after resizing)
  • ❌ Avoid cloud-based gimmicks that can’t handle large files or ruin detail

This wasn’t a ranking. It was a reality check.


💻 Can I prompt you for support?

This teardown wasn’t AI-generated fluff. It was tested, broken, compressed, inspected — then rewritten after the tools failed half the time.

If you got value from this and want to fuel more no-BS breakdowns like it:

👉 Buy me a real test rig →

Every click helps me test AI tools without my GPU begging for mercy.

Jaren Cudilla

Jaren Cudilla

Chief Bug Whisperer & Regression Evangelist

Runs the teardown behind QAJourney.net and EngineeredAI.net. Writes to debug the BS in QA and AI workflows — not to inspire, but to simplify.

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