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How accurate is HP's "Toolbox" with estimates of ink levels?

Once upon a time . . . . You'd use your dot matrix printer ribbon until the output was noticeably faint. Or you'd plainly see that your laser-cartridge was out of toner, as pages would indicate. There would be no adverse effects of getting to such a point where indications prompted ribbon or cartridge replacement.

I just got a new OfficeJet 7000 a few months ago. Somewhere, I saw that running "cartridges on empty" might cause harm to the printer or the print-head. I'd like to examine that issue more closely.

Some of these printers use cartridges that are available as "XL" -- nearly double the amount of ink or expected page limit/capacity.

Somehow, I suspect the "Toolbox" reporting low ink-levels prematurely.

Anyone have observations about these issues?
 
Can't say if it tells you to replace early, but they might to get more sales.
I have an HP7410 and I go by the ink drops on the LCD panel. Right now
the Color is about 1/3 left .. the Black is very close to the bottom edge and
so far, still prints ok. But I would expect it does not have much longer to go.
New inks are sitting in my storage, ready to go in as needed.
 
My experience with HP Toolbox estimates is about like bruceb's. Most of the time I just keep printing until I see the frist signs of skipped letters - then change. The estimate is sort of like a heads up - have another cart ready.

I keep printing until I see skipped letters - then I change. Since HP carts contain the print heads, no harm can come to them.
 
I'm calling BS to the levels - not that they maybe don't give you a rough estimate, but from HP shutting down your printer.

I've got a C7280 and it gives me a warning when any one color is low. After a few additional print jobs, it will just stop you from printing in color PERIOD. There have been times where either I just wanted to keep printing until I saw degradation and others where I just wanted a sheet with green text, for example, and the only color out was light magenta. But no, I'm shut down, locked out, and get a nag screen with every print job.
 
There are sensors in the ink tank as that would be expensive. So the printer is basically guessing at the amount. And most likely a conservative guess since they do not want consumers calling an complaining... "but it showed I had ink!"
 
The high end printers do use sensors but the consumer stuff is all a guestimate and not accurate. That is why the ink cartridges often are black plastic and not clear, they don't want you to know how much they are fibbing 🙂
 
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