outcome
Captures and represents outcomes of Python function calls as objects.
Utilities PyPI Apache-2.0 / MIT
How outcome is used
outcome is a dependency in 2 of the 6,208 public GitHub projects set up for AI coding agents that we scanned, too few to describe it from them alone. Our scan also samples projects by dependency (Solana 2,661, Ethereum and EVM 1,496, 3D and games 2,818, agent frameworks and SDKs 10,983); counting those, it appears in 109 projects, and what it is used with below comes from all of them. Projects that use it most often also use attrs (99.1%), charset-normalizer (99.1%), packaging (99.1%).
outcome popularity over time
Gid Score 50: downloads 83, use in agent projects 52, GitHub stars 0, downloads trend 56 (each 0-100). How it is calculated.
Often used with outcome
| attrs | 99.1% of outcome projects · 143.0× more than average |
|---|---|
| charset-normalizer | 99.1% of outcome projects · 91.8× more than average |
| packaging | 99.1% of outcome projects · 67.6× more than average |
| NumPy | 96.3% of outcome projects · 16.5× more than average |
| AnyIO | 94.5% of outcome projects · 63.8× more than average |
| Click | 93.6% of outcome projects · 37.5× more than average |
| aiohttp | 91.7% of outcome projects · 44.5× more than average |
From all 109 projects in our scan that use outcome, including the dependency samples.
How outcome is funded
Open Collective: The Trio Collective
| Received, last 12 months | $4,657 Oct 2025 – Sep 2026 |
|---|---|
| Estimated annual budget | $5,183 Open Collective's estimate |
| Balance | $12,227 |
| Raised since the start | $12,277 · $50 paid out |
| Typical month median, last 12 months | $16 · $61 over 24 months |
| Last 12 months vs the 12 before | +41% |
| Contributors, last 12 months | 2 |
Top company backers all time
| THANKS.DEV | $2,483 since May 2025 |
|---|---|
| BFM | $25 since Mar 2021 |
Oct 2021Sep 2026
Money by month, last five years. First money received in Mar 2021. The typical month is the median: one big one-off donation does not move it.
The same collective is named by 3 more tools in our catalog: Trio, trio-websocket, asyncclick.
USD after payment processor fees, as Open Collective reports it; fiscal host Open Source Collective. Source
GitHub Sponsors
| @python-trio | 3 current sponsors |
|---|
GitHub shows how many people and companies sponsor an account, not how much they pay.
Ways to fund outcome
GitHub Sponsors Open Collective
As the maintainers list them in FUNDING.yml on GitHub. Checked Oct 20, 2026.
Install
| Package | pip install outcome |
|---|---|
| Main stacks | Python (109) |
| Example projects | Paper2Poster/Paper2Poster, YuhangChen1/Paper2All, Turing-Project/SimAIWorld, camel-ai/seta, AutoLab-SAI-SJTU/AutoPage |
Alternatives to outcome
In our scan, none of the most used tools in Utilities does the same job as outcome: they are add-ons, companions or tools for a different task.
More in Utilities: clsx date-fns PyYAML uuid yaml js-yaml glob Lodash