PNG vs JPG vs WebP vs HEIC vs AVIF: Which Image Format Is Best?

Quick Answer: Which Should You Use?

What Are These Formats?

JPG (JPEG)

Created in 1992, JPG is the most widely used image format in the world. It uses lossy compression to reduce file sizes while maintaining acceptable visual quality. Virtually every device, browser, and application supports JPG. It's the universal fallback — when in doubt, JPG works.

PNG (Portable Network Graphics)

Created in 1996 as a replacement for GIF, PNG uses lossless compression — meaning no quality is lost when you save. It supports transparency (alpha channel), making it the go-to format for logos, icons, screenshots, and graphics with sharp edges. The tradeoff: file sizes are significantly larger than lossy formats. PNG is not designed for photos.

WebP

Developed by Google in 2010, WebP was the first modern format to deliver both lossy and lossless compression in one codec. Lossy WebP images are 25-35% smaller than equivalent JPGs at the same quality. Lossless WebP is about 26% smaller than PNG. It also supports transparency and animation. As of 2026, WebP is supported by 96%+ of browsers worldwide — it's the safe, modern baseline.

HEIC (High Efficiency Image Container)

Apple's default photo format since iOS 11 (2017). Based on the HEIF standard, it uses HEVC (H.265) compression for images. Produces files 40-50% smaller than JPG at equivalent quality, with support for Live Photos, burst mode, and depth maps. The catch: outside the Apple ecosystem, compatibility is limited — browsers don't render it, and Windows requires a paid extension.

AVIF (AV1 Image File Format)

The newest addition to the family, AVIF is based on the royalty-free AV1 video codec. It delivers roughly 50% smaller files than JPG at equivalent quality — meaning a 100 KB JPG can become a 50 KB AVIF with no visible difference. AVIF also supports transparency (alpha), lossless mode, HDR, 12-bit color depth, and animation. Browser support crossed 90% in 2025, and as of 2026 it's ready for production use. AVIF is the new standard.

File Size Comparison

We tested a real photo and a logo graphic across all five formats. Here's the methodology:

Photo (Lossy Compression)

Street scene test photo — 3024×4032 iPad photo used for our compression benchmarks
Our test photo: a 12MP iPad capture (3024×4032, original HEIC 3.2 MB). This is the source image for all photo benchmarks on this page.
FormatQualityFile Sizevs JPGdssim
AVIF702,083 KB−17.6%0.00124
HEIC502,120 KB−16.2%0.00127
WebP822,282 KB−9.8%0.00160
JPG802,529 KB0.00138
PNGlossless16,671 KB+559%

dssim measures visual difference from the original image. Lower scores = closer to the source. All lossy formats score below 0.01, meaning they are virtually indistinguishable from the original (dssim uses the formula 1/SSIM − 1).

What do dssim scores mean?
dssimSSIMInterpretation
< 0.01> 0.99Virtually indistinguishable
0.01 – 0.050.95 – 0.99Excellent — differences imperceptible
0.05 – 0.110.90 – 0.95Good — barely noticeable on close inspection
0.11 – 0.250.80 – 0.90Fair — visible degradation
> 0.25< 0.80Poor — obviously different

Thresholds derived from the SSIM metric (Wang et al., 2004), converted to dssim's 1/SSIM − 1 formula. The commonly cited benchmark: SSIM below 0.95 is perceptible to most viewers.

Why different quality numbers?

The "quality" parameter is not standardized across codecs — it's a codec-specific knob that controls an internal quantization table, and each codec maps this number to compression differently. JPEG's quality parameter, for instance, scales a default quantization matrix defined in the original JPEG standard, but the scale itself is implementation-dependent. A "quality 80" in JPEG, WebP, and AVIF does not represent the same visual fidelity or compression level. To make a fair comparison, we match the quality settings that produce images with equivalent visual difference from the source — a methodology validated by Malte Ubl's research (using dssim) and by Netflix's AVIF benchmarking (using SSIM and VMAF objective quality metrics). Our dssim measurements show: JPEG quality 80 ≈ WebP quality 82 ≈ HEIC quality 50 ≈ AVIF quality 70 for visually equivalent output.

Result: At visually equivalent quality, AVIF and HEIC are nearly tied at ~17% smaller than JPG, with WebP at 10% smaller — meaningful savings that translate to faster page loads. PNG is nearly 7× larger, confirming it's the wrong choice for photographs.

But What About the Original HEIC?

The table above shows a re-encoded HEIC at 2,120 KB — competitive with AVIF. But the original iPad HEIC capture of this photo is 3,203 KB, which is larger than JPG q80 (2,529 KB) and 51% larger than the re-encoded version. This seems to contradict the claim that HEIC is more efficient than JPG. But the table already shows the answer: when encoded at matched visual quality, HEIC is 16% smaller than JPG. The difference comes down to Apple's chosen quality target.

Apple's HEIC encoder targets a much higher fidelity level than a typical web JPG. We can measure this by re-encoding the same image as JPG at progressively higher quality levels and comparing via dssim:

ImageFile Sizevs HEICdssim
iPad HEIC (original)3,203 KB0.00000
JPG q802,529 KB−21.0%0.00138
JPG q904,111 KB+28.4%0.00058
JPG q955,768 KB+80.1%0.00021
JPG q987,886 KB+146.2%0.00007

JPG q80, at dssim 0.00138, is excellent by any practical standard — well within the "virtually indistinguishable" range. But quantitatively, it's measurably further from the camera sensor output than what HEIC preserves. To close that gap, JPG must push to quality 95 (5,768 KB, 80% larger) or beyond — quality 98 reaches dssim 0.00007, but at 7,886 KB, nearly 2.5× the HEIC original. And JPG can never truly reach zero: its 8-bit DCT pipeline has a fidelity floor that HEIC's modern HEVC-based codec doesn't.

The bottom line: Apple chose a quality target where HEIC operates efficiently and JPG struggles. At matched fidelity, HEIC is dramatically smaller. Apple simply decided that preserving camera sensor detail was worth the bytes — and left the aggressive space-saving to formats like AVIF and WebP, which are purpose-built for web delivery.

Logo with Transparency (Lossless)

OG image logo test graphic — 1200×630 with transparency, used for our logo compression benchmarks
Our test logo: a 1200×630 graphic with transparency (PNG source, 62.3 KB). This is the source image for the logo benchmarks below.
FormatQualityFile Sizevs PNGdssim
AVIF708.2 KB−86.8%0.00033
WebP8210.4 KB−83.3%0.00086
JPG8020.7 KB−66.8%0.00054
PNGlossless62.3 KB

Result: For graphics with transparency, AVIF and WebP dramatically outperform PNG — AVIF at 8.2 KB is 87% smaller than the 62.3 KB PNG source. All lossy formats score below 0.001 dssim, confirming negligible visual difference. Note: JPG cannot preserve transparency (alpha is replaced with white background), so it's not a valid alternative for logos with alpha. For pixel-perfect results, PNG remains the lossless choice; for the web, AVIF or WebP deliver massive savings.

Quality Comparison

Our benchmarks above show one specific photo at matched quality — a single data point. For a broader picture, we turn to the SPCP Benchmark (2025) — the most comprehensive academic comparison of still-image codecs to date, covering 10 formats across 408 encoder configurations and 28 objective quality metrics. We highlight its BD-Rate results here. BD-Rate measures the average bitrate savings one codec achieves over another at equivalent quality (PSNR), integrated across the full quality range. A negative number means the format is more efficient:

ComparisonBD-Rate (PSNR)What this means
AVIF vs JPEG−57%AVIF needs roughly half the file size to match JPEG's quality
HEIC vs JPEG−50%HEIC is on par with AVIF — both are modern HEIF-based codecs
WebP vs JPEG−29%WebP is a meaningful upgrade, but a generation behind AVIF/HEIC
AVIF vs WebP−37%The AVIF–WebP gap is larger than WebP's entire advantage over JPEG

These are averages across the Classic image dataset (20 standard test images). The full interactive benchmark is available at fukushimalab.github.io/spcp/.

What drives these differences? The hierarchy reflects codec generations, not just encoder tuning:

Netflix's independent image compression comparison framework, using their perceptually-trained VMAF metric, confirms the same ranking — AVIF > HEIC > WebP > JPEG — across different test images and methodologies. The result is robust.

Compatibility Matrix

PlatformPNGJPGWebPHEICAVIF
Chrome
Safari✅ (iOS 16+)
Firefox
iPhone/iPad✅ (iOS 14+)✅ (default)✅ (iOS 16+)
Android✅ (9+)✅ (12+)
Windows✅ (10+)⚠️ (paid ext)✅ (10+)
macOS✅ (High Sierra+)✅ (Ventura+)
WordPress✅ (5.8+)✅ (6.5+)

Winner: JPG and PNG are universally compatible — they work everywhere, always. AVIF and WebP have reached broad enough support for production use on the web (90%+ global coverage). HEIC remains the compatibility outlier — great format, locked to Apple's ecosystem.

Feature Comparison

FeaturePNGJPGWebPHEICAVIF
Lossy Compression
Lossless Compression
Transparency (Alpha)
Animation
HDR / Wide Color
12+ bit Color Depth
Metadata (EXIF)

When to Use Each Format

Use AVIF When:

Use WebP When:

Use JPG When:

Use HEIC When:

Use PNG When:

How to Convert Between Formats

HEIC to JPG

Use our format converters — all free and privacy-first: HEIC to JPG, HEIC to PNG, HEIC to PDF, AVIF to PNG, and WebP to GIF. All processing happens locally in your browser, no uploads required.

PNG to JPG

Use our image compressor and select "Maximize compatibility" mode. This converts PNG to JPG while compressing — ideal when you don't need transparency and want a smaller file for the web.

JPG, PNG, or WebP → Smaller File (Same Format)

Use our image compressor with "Keep format" mode. It keeps the original format and reduces file size through quality optimization. For best results, try our image resizer first — downsizing a 4000px photo to 1200px before compression saves dramatically more space.

PNG to WebP

Use our image compressor and select "WebP" mode. For logos and graphics with transparency, PNG → WebP typically saves 80-90% with no visible quality loss — one of the highest-impact optimizations for websites with logos.

HEIC to WebP

Convert HEIC to JPG first using our HEIC converter, then use our image compressor with WebP mode. Two steps, but gives you full control over quality at each stage.

What's Beyond AVIF? JPEG XL

While AVIF is still establishing itself as the production standard, JPEG XL is already gaining attention as a potential successor. It offers unique advantages: lossless recompression of existing JPGs (a 20% size reduction with zero quality loss), progressive decoding, and better performance at very high resolutions. Google briefly shipped JPEG XL in Chrome 91-109 before removing it, but community pressure and ecosystem demand may bring it back. For now, AVIF is the practical choice — supported, efficient, and ready today.

Conclusion

Here's the practical 2026 playbook:

Need to convert or compress? Try our free privacy-first image tools — all processing happens in your browser.