benchzy the file workshop

Background removal · Quality proof

Hard photos, run through the remover

Anyone can promise clean cutouts. This page shows them. On 9 November 2026 we ran six hard photos through the same background remover this site offers you, and published what came out, unedited: the photo, the cutout on a checkerboard so its edges can be judged, and a crop at 100%, where one pixel on the screen is one pixel of the photo. Four cases held up. Two visibly struggled, and they are on this page too, labelled as what they are.

How long a cut takes, measured

These are the times the tool itself printed during the runs above, on our test computer: a desktop-class machine with four processor cores, in Chrome, with the removal program already downloaded. Each photo ran twice; the time printed is the second, warm run.

White egg
1024 x 683 · 0.70 MP · 10.6 s
Chrome engine
1024 x 695 · 0.71 MP · 9.9 s
Glass of water
1920 x 1282 · 2.46 MP · 10.2 s
Curly hair portrait
1280 x 1918 · 2.46 MP · 9.7 s
Market portrait
1920 x 1290 · 2.48 MP · 9.7 s
Test picture
1200 x 900 · 1.08 MP · 9.8 s

One photo at three sizes says the rest: the market portrait at 0.70 megapixels took 9.8 s, at 2.48 megapixels 9.7 s, and at 5.57 megapixels 10.3 s. Size barely moves the time, because the program reads every photo at one working size (1024 x 1024) and spends its time there; only the final full-size write-out grows with the photo. So this page prints seconds per photo, not a per-megapixel figure the measurements do not support.

The first photo of a session costs more: starting the program measured 2.6 s, and the day's first cut ran 11.6 s before later cuts settled at about 10 s. On a first-ever visit, add the one-time 44.3 MB program download. Your own device will differ, faster or slower. No phone time is printed anywhere on this page: we have never measured one, and a guessed figure would be a claim, not a measurement.

White on white

A white egg on a white table against a white background. The only thing separating the egg from its surroundings is a soft shadow.

1024 x 683 · 0.70 megapixels · warm cut 10.6 s on the test computer

The White on white photo before any work
The photo, as it arrived
The White on white cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the White on white cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

Held. The shell’s edge is followed all the way round. One flaw, and the crop below is framed to show it: a faint spray of half-clear specks floats just left of the egg, where the pale background and the shadow nearly match the shell.

Photo: “White chicken egg” by Ren West, CC BY 2.0, via Wikimedia Commons. The cutout file itself, exactly as the tool produced it: download the PNG.

Fine hair

A portrait with a head of fine, flyaway curls, photographed against a patterned chair and a warm wall.

1280 x 1918 · 2.46 megapixels · warm cut 9.7 s on the test computer

The Fine hair photo before any work
The photo, as it arrived
The Fine hair cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the Fine hair cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

Held. The crop is the story: single curls and loose strands are followed one by one, with the background taken out from between them. Two honest marks against it: a strip of her chair came along at the bottom edge, and the loosest strands at the top keep a hint of the warm wall behind them.

Photo: “Smiling senior woman with curly hair portrait” by Shixart1985, CC BY 2.0, via Wikimedia Commons. The cutout file itself, exactly as the tool produced it: download the PNG.

A busy background

A street-market portrait: stacks of bananas, hanging cloth, tarpaulins, and a second person in red standing directly behind her.

1920 x 1290 · 2.48 megapixels · warm cut 9.7 s on the test computer

The A busy background photo before any work
The photo, as it arrived
The A busy background cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the A busy background cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

Held, with a judgement call you should see. The market clutter is gone and the hairline against it is clean, down to single grey hairs in the crop. But the woman in red was kept too: this program removes backgrounds, it does not choose between two people. A sliver of the banana stack at the frame’s left edge came along as well.

Photo: “Wayuu woman with sad face in the market buying” by Wilfredor, CC0, via Wikimedia Commons. The cutout file itself, exactly as the tool produced it: download the PNG.

Glass

A glass of iced water on a wooden table, with a laptop beside it: a subject you can see through, next to a solid one.

1920 x 1282 · 2.46 megapixels · warm cut 10.2 s on the test computer

The Glass photo before any work
The photo, as it arrived
The Glass cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the Glass cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

Mixed. The laptop is gone completely, and the rim of the glass and the water’s surface are solid. Below the rim, the clear walls of the glass fade to half strength, and a piece of the table under the glass came along at half strength with them. Judge it in the crop: the rim is a clean cut, the wall of the glass is not.

Photo: “A clear glass of water sits next to a laptop” by Shixart1985, CC BY 2.0, via Wikimedia Commons. The cutout file itself, exactly as the tool produced it: download the PNG.

Chrome

A motorcycle engine at close range: polished chrome and black fins, with the sky and the ground reflected in every curve.

1024 x 695 · 0.71 megapixels · warm cut 9.9 s on the test computer

The Chrome photo before any work
The photo, as it arrived
The Chrome cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the Chrome cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

The limit case on this page. The dark parts and the exhaust pipe are solid, but much of the bright chrome came out half see-through: the checkerboard shows through the engine. Metal that mirrors its surroundings reads to the program as partly background. This result is shown unedited on purpose: it is the honest edge of what this tool can do today.

Photo: “Motorcycle engine”, CC0, via rawpixel. The cutout file itself, exactly as the tool produced it: download the PNG.

The test picture

Not a photograph: the drawn picture this project uses to grade the remover, a fan of fine strands over a figure. It is the picture behind the bench figures quoted elsewhere on this site (95.9% of its strand points kept, no background point kept).

1200 x 900 · 1.08 megapixels · warm cut 9.8 s on the test computer

The The test picture photo before any work
The photo, as it arrived
The The test picture cutout on a checkerboard
The cutout, on a checkerboard so the edges show
A 100% crop of the hardest edge of the The test picture cutout
100% crop, 360 x 360 pixels lifted from the cutout at full size. Nothing is enlarged or sharpened.

Held. The strand fan survives, thinning toward its edges, as it did in the bench runs. It is here so the measured claim and the photographs can be checked against each other, not as a substitute for them.

Picture: drawn by this project’s test-corpus generator, 7 November 2026. Synthetic, and labelled that way wherever it appears. The cutout file itself, exactly as the tool produced it: download the PNG.

Where it still struggles

Named from the runs on this page, not from a brochure. Bright chrome and other mirror-like metal can come out half see-through, because a reflection of the background reads as background. Clear glass keeps its rim and edges but its walls can fade, and what sits under the glass can come along at half strength. Against a background that nearly matches the subject, a faint spray of half-clear specks can survive beside the edge. And the program removes backgrounds only: a second person, a chair, a stack of bananas at the frame's edge, anything that reads as part of the scene's subject, is kept, as the market portrait above shows.

How these were made

The remover is an ISNet program (open weights, listed on the credits page) that runs inside the visitor's browser: the photo never leaves the device, and the cutout is written at the photo's full size. These gallery runs were made by opening the tool page itself in a test browser and picking each photo there, so what is shown is the shipped tool's own output, not a lab version of it. The photos are other people's work, credited under each case with its licence; the test picture is our own drawing. If your photo is one of the hard kinds, expect the range this page shows, the strong cases and the weak ones alike, and try the tool on your own picture: the result is free at full size either way.