apache/arrow vs pola-rs/polars
apache/arrow
Stars
17,294
First recorded star in 2016.
pola-rs/polars
Stars
40,339
First recorded star in 2020.
apache/arrow: 17,292 stars on November 13, 2026. pola-rs/polars: 40,339 stars on November 14, 2026.
| Date | Stars |
|---|---|
| February 17, 2016 | 86 |
| April 8, 2016 | 443 |
| June 7, 2016 | 519 |
| September 13, 2016 | 592 |
| December 25, 2016 | 652 |
| March 1, 2017 | 744 |
| May 7, 2017 | 829 |
| July 16, 2017 | 913 |
| September 13, 2017 | 1016 |
| October 31, 2017 | 1233 |
| January 2, 2018 | 1370 |
| February 24, 2018 | 1536 |
| April 11, 2018 | 1708 |
| May 29, 2018 | 1866 |
| July 16, 2018 | 2038 |
| August 31, 2018 | 2215 |
| October 16, 2018 | 2408 |
| December 1, 2018 | 2611 |
| January 17, 2019 | 2929 |
| March 4, 2019 | 3179 |
| April 18, 2019 | 3473 |
| June 3, 2019 | 3722 |
| July 21, 2019 | 3954 |
| September 5, 2019 | 4177 |
| October 20, 2019 | 4363 |
| December 6, 2019 | 4539 |
| January 21, 2020 | 4693 |
| March 8, 2020 | 4863 |
| April 25, 2020 | 5063 |
| June 9, 2020 | 5259 |
| August 4, 2020 | 5625 |
| September 20, 2020 | 5841 |
| November 4, 2020 | 6064 |
| December 19, 2020 | 6385 |
| February 3, 2021 | 6722 |
| March 21, 2021 | 7189 |
| May 6, 2021 | 7472 |
| June 20, 2021 | 7650 |
| August 7, 2021 | 7845 |
| September 24, 2021 | 8016 |
| November 8, 2021 | 8228 |
| December 23, 2021 | 8452 |
| February 9, 2022 | 8677 |
| March 26, 2022 | 8903 |
| May 10, 2022 | 9098 |
| June 26, 2022 | 9337 |
| August 10, 2022 | 9592 |
| September 25, 2022 | 9955 |
| November 11, 2022 | 10244 |
| December 27, 2022 | 10451 |
| February 20, 2023 | 10758 |
| April 6, 2023 | 11118 |
| May 22, 2023 | 11375 |
| July 8, 2023 | 11616 |
| August 22, 2023 | 11971 |
| October 9, 2023 | 12223 |
| November 24, 2023 | 12437 |
| January 8, 2024 | 12658 |
| February 24, 2024 | 12855 |
| April 11, 2024 | 13108 |
| May 26, 2024 | 13353 |
| July 10, 2024 | 13604 |
| August 26, 2024 | 13845 |
| October 12, 2024 | 14125 |
| November 26, 2024 | 14390 |
| January 12, 2025 | 14586 |
| February 28, 2025 | 14814 |
| April 14, 2025 | 15006 |
| May 29, 2025 | 15305 |
| July 16, 2025 | 15515 |
| September 9, 2025 | 15756 |
| October 24, 2025 | 15929 |
| December 9, 2025 | 16092 |
| January 24, 2026 | 16289 |
| March 13, 2026 | 16456 |
| April 30, 2026 | 16610 |
| June 18, 2026 | 16784 |
| August 3, 2026 | 16932 |
| September 22, 2026 | 17120 |
| November 13, 2026 | 17292 |
| Date | Stars |
|---|---|
| June 23, 2020 | 1 |
| August 13, 2020 | 150 |
| October 1, 2020 | 231 |
| November 7, 2020 | 290 |
| December 11, 2020 | 410 |
| January 11, 2021 | 555 |
| February 15, 2021 | 616 |
| March 17, 2021 | 1091 |
| April 14, 2021 | 1306 |
| May 13, 2021 | 1556 |
| June 16, 2021 | 1733 |
| July 14, 2021 | 1853 |
| August 12, 2021 | 1981 |
| September 10, 2021 | 2166 |
| October 8, 2021 | 2446 |
| November 6, 2021 | 2720 |
| December 4, 2021 | 3034 |
| January 1, 2022 | 3761 |
| January 30, 2022 | 4140 |
| February 27, 2022 | 4496 |
| March 29, 2022 | 4758 |
| April 26, 2022 | 5095 |
| May 24, 2022 | 5565 |
| June 22, 2022 | 6114 |
| July 20, 2022 | 6695 |
| August 17, 2022 | 7074 |
| September 15, 2022 | 7450 |
| October 13, 2022 | 8103 |
| November 11, 2022 | 8612 |
| December 9, 2022 | 9123 |
| January 12, 2023 | 11479 |
| February 9, 2023 | 12946 |
| March 10, 2023 | 14351 |
| April 7, 2023 | 15375 |
| May 5, 2023 | 16072 |
| June 3, 2023 | 16710 |
| July 1, 2023 | 17409 |
| July 30, 2023 | 18051 |
| August 27, 2023 | 18941 |
| September 24, 2023 | 19543 |
| October 23, 2023 | 20184 |
| November 20, 2023 | 20764 |
| December 18, 2023 | 21469 |
| January 16, 2024 | 22709 |
| February 13, 2024 | 23313 |
| March 13, 2024 | 23983 |
| April 10, 2024 | 24867 |
| May 8, 2024 | 25570 |
| June 6, 2024 | 26140 |
| July 4, 2024 | 26926 |
| August 7, 2024 | 27635 |
| September 4, 2024 | 28200 |
| October 3, 2024 | 28720 |
| October 31, 2024 | 29238 |
| November 29, 2024 | 29796 |
| December 27, 2024 | 30327 |
| January 24, 2025 | 30762 |
| February 22, 2025 | 31260 |
| March 22, 2025 | 31840 |
| April 19, 2025 | 32459 |
| May 18, 2025 | 32999 |
| June 15, 2025 | 33374 |
| July 14, 2025 | 33793 |
| August 11, 2025 | 34227 |
| September 8, 2025 | 34692 |
| October 7, 2025 | 35036 |
| November 4, 2025 | 35410 |
| December 2, 2025 | 35853 |
| December 31, 2025 | 36288 |
| January 28, 2026 | 36751 |
| March 3, 2026 | 37202 |
| April 1, 2026 | 37599 |
| April 29, 2026 | 38026 |
| May 27, 2026 | 38326 |
| June 25, 2026 | 38643 |
| July 23, 2026 | 38902 |
| August 20, 2026 | 39276 |
| September 18, 2026 | 39688 |
| October 16, 2026 | 40053 |
| November 14, 2026 | 40339 |
Repository health compared
Live analysis · unavailable data stays labelled
Popularity is only one axis. Compare technical scale, maintenance cadence, ownership resilience and change pressure against the same completed analysis that sits behind each report.
Reach
Popularity and real-world adoption
| Signal | apache/arrow | pola-rs/polars |
|---|---|---|
| GitHub starsCurrent public GitHub metadata total. | 17,294 | Best result in this row: 40,339 |
| Stars gained · trailing 90dChange in the newest 90 days covered by each cached series. | +323 | Best result in this row: +1,131 |
| ForksCurrent public GitHub metadata total. | Reading… | Reading… |
| Largest package audienceLargest resolved registry total; sources are shown explicitly. | Reading… | Reading… |
| Repository ageElapsed years since the GitHub creation timestamp. | 11 years | 6.5 years |
Codebase
Size and technical center of gravity
| Signal | apache/arrow | pola-rs/polars |
|---|---|---|
| Dominant languageLargest share of analyzed code lines at current HEAD. | Reading… | Reading… |
| Code linesAnalyzed source lines at current HEAD, excluding blanks and comments. | Reading… | Reading… |
| Languages representedLanguages with non-zero files or line counts. | Reading… | Reading… |
Maintenance
Commit volume and recent operating cadence
| Signal | apache/arrow | pola-rs/polars |
|---|---|---|
| Repository commitsFull repository commit total reported by the analysis. | Reading… | Reading… |
| Commits · trailing 90dCommit count in the newest 90 days covered by the repository analysis. | Reading… | Reading… |
Ownership
How broadly maintenance responsibility is distributed
| Signal | apache/arrow | pola-rs/polars |
|---|---|---|
| Bus factorFewest analyzed contributors carrying at least half the commits. | Reading… | Reading… |
| Top contributor concentrationShare of attributed commits carried by the most active contributor. | Reading… | Reading… |
Change signals
Debt markers and fix pressure in frequently changed files
| Signal | apache/arrow | pola-rs/polars |
|---|---|---|
| Fix-labelled share · frequently changed filesFix-labelled commits divided by commits across the analyzed high-frequency file set. | Reading… | Reading… |
| Recent TODO/FIXME movementLatest cumulative marker count and its change over the trailing 90 days. | Reading… | Reading… |
Both curves are drawn on shared axes. They are not drawn from a shared source: each series names its own below.
One axis, two sources
The overlay puts both repositories on one axis. It does not always put them on one source: a series not yet read again from GitHub's star history can stop on the date GitHub closed its stargazer list, or be rebuilt from public archive events. Each column below states its own reading.
| Field | apache/arrow | pola-rs/polars |
|---|---|---|
| Source | GitHub star history | GitHub star history |
| Coverage | Covers through November 14, 2026 | Covers through November 14, 2026 |
| State | Still updating | Still updating |
No row states how much of a history is missing. An archive series records star actions and not unstars, so it can exceed a repository's own star total, and a figure for the difference would be wrong exactly where it looks most precise.
Notes on this comparison
Which has more GitHub stars, apache/arrow or pola-rs/polars?
GitHub reports 40,339 stars for pola-rs/polars and 17,294 for apache/arrow.
Do both star histories cover the same period?
Not necessarily, and each chart names its own. apache/arrow — GitHub star history · Covers through November 14, 2026 · Still updating. pola-rs/polars — GitHub star history · Covers through November 14, 2026 · Still updating. A series read from GitHub's star history runs to its latest read. One read before that existed can stop on the date GitHub closed its stargazer list in July 2026, or come from public archive events, until gitdebt reads it again.
How is this comparison computed?
Star totals come from public repository metadata. The two curves are each repository's stored star series drawn on shared axes, from whichever source is named above. Repository-health figures are computed independently from each project's commit history.