Pieces
Remembers what you were doing across your editor, browser and terminal, and can keep all of it on your own machine.
Remembers what you were doing across your editor, browser and terminal, and can keep all of it on your own machine.
The categories Pieces is listed in, and how strong a fit it is in each.
Programming, debugging, data analysis, spreadsheets, math, engineering, technical research.
Pieces has no usable free tier — it is paid from the start.
Keeps a local record of what you were working on and can run entirely on your own machine, which is unusual in this category.
Tools that do comparable work, best fit first, drawn from the catalogue rather than hand-picked. Every one is listed whether or not there is money in it for us.
Best general option for explaining unfamiliar code, debugging a single file, or analysing a spreadsheet with real Python behind it.
View ChatGPT →Reads long files and whole error traces without losing the thread, which makes it good at explaining unfamiliar code and debugging in a chat window.
View Claude →Reviews pull requests line by line and leaves comments in the diff, with the reasoning attached rather than a score.
View CodeRabbit →The editor most professional developers have converged on. Understands a whole codebase, not just the open file.
View Cursor →The default, and the one already wired into the editor and the pull request your team uses. A free tier now covers light use.
View GitHub Copilot →Upload a spreadsheet and it writes and runs real code against it, showing the working rather than describing it.
View Julius AI →Where Pieces sits in the wider category pages.
Strong fit — Programming, debugging, data analysis, spreadsheets, math, engineering, technical research.
No. It is paid from the start. Plans: Pro — $18.99/person/month billed monthly, or $169.99 a year, saving 25%; Enterprise — $22.99/person/month billed monthly, $275.88 a year, or $69.99 per person a quarter.
Remembers what you were doing across your editor, browser and terminal, and can keep all of it on your own machine. It is listed under Coding, Data & Technical Work.
A memory layer rather than a coding assistant — it will not write the code. The free tier is gone: every plan now starts with a seven-day trial that asks for a card, and the value only appears after weeks of use.
6 tools do comparable work: ChatGPT, Claude, CodeRabbit, Cursor, GitHub Copilot, Julius AI. 6 of them have a free plan.
Checked by hand on 4 September 2026. Prices change often — confirm on the provider's own page before spending.