Crates / ndarray
Rust crate · real downloads · data Oct 24, 2026
ndarray downloads, and should you depend on it?
An n-dimensional array for general elements and for numerics. Lightweight array views and slicing; views support chunking and splitting. crates.io · docs · repository
Owned on crates.io by bluss, jturner314, akern40 · alternatives · is it still maintained?
Feature flags + Cargo.toml picker
Widely used and steady.
ndarray: 2,985 crates depend on it; no release in the last 90 days, so its count is all steady use.
How this verdict is decided (4 rules)
- Usage: crates.io reverse dependencies (crates that list it as a dependency): 10,000+ = foundational, 1,000+ = widely used, 100+ = established, under 100 = few direct dependents.
- Direction: the median quiet day in the last 30 days of the window against the first 30, read against the median tracked crate (the whole field moved +39% from late summer to October, so a raw trend says nothing). 10%+ ahead of the field = gaining; 10%+ behind = losing ground; otherwise steady. Steady with no release in 2+ years = quiet for years.
- Release spikes: the median release-window day against the quiet-day baseline: under 1.15x = no spike, 1.15x to 1.3x = small bumps, 1.3x or more = jumps on release days.
- Release recency: days since the newest version that was not yanked, from crates.io publish times.
release window (release day + next day)quiet dayquiet-day median · download the 89 days as CSV
The numbers in one paragraphndarray got 32,180,592 crates.io downloads from Jul 27, 2026 to Oct 23, 2026 with no new version in that window, so every day is a quiet day: a median of 354,525 a day, about 2,481,675 a week. With no release spikes to remove, its whole count is the steady baseline.
What this means if you're choosing a dependency
- Well trodden. 2,985 crates depend on it, so common problems tend to have public answers and breaking changes get noticed fast.
- Released this year. The latest version, 0.17.2, is from Jan 10, 2026 (9 months ago).
- Still pre-1.0 (0.17.2). Under Cargo's semver rules a 0.x minor bump may break you, so pin the minor version (
ndarray = "0.17") and read the changelog on upgrades. - Fit check: license MIT OR Apache-2.0, edition 2021, needs Rust 1.64 or newer (from the latest version's manifest).
- Its raw count is a fair read. Under 1% of its downloads in the window came from release windows, so the raw number and the baseline (354,525 a day) tell the same story.
Alternatives that do a similar job
Crates that share its crates.io category or keywords, most similar first. Each line is the crate's own description, then how it compares on the same data.
Its place in the dependency graph
Built on ndarray
2 of the 1000 crates we track depend on it directly (biggest first).
ndarray builds on
Tracked crates its latest version (0.17.2) depends on (optional ones marked).
What the chart says
- Weekend quiet days ran at 60% of weekday quiet days (228,274 vs 377,746). A dip that deep is the signature of work-week CI pipelines and developers building on weekdays.
- Biggest day: 562,169 on Oct 21, 2026, a quiet day with no release nearby.
Every number
| All-time downloads | 136,801,822 (rank #765 on crates.io by all-time downloads) |
| Downloads in the window | 32,180,592 (Jul 27, 2026 to Oct 23, 2026, 89 days) |
| Within 2 days of a release | 0 (0.0%) |
| Quiet-day median (baseline) | 354,525 a day; weekdays 377,746, weekends 228,274 |
| Release-adjusted downloads | 32,180,592 (release-window days capped at the baseline) |
| Baseline rank | #799 of the 1000 crates we track |
| Quiet-day trend | +40% raw, +1% against the median tracked crate (+39%) |
| Releases in the window | 0 |
| Versions published, ever | 93 |
| Latest version | 0.17.2, published Jan 10, 2026 (license MIT OR Apache-2.0, edition 2021, MSRV 1.64) |
| First published | Dec 20, 2015 |
| Reverse dependencies | 2,985 |
How we compute this
crates.io counts every download, including CI runners, mirrors and bots that fetch each new version, so raw counts run high (why, in The Manual). We split the last 89 days into release windows (the day a version of ndarray was published, plus the next day) and quiet days, and use the median quiet day as the baseline: an upper bound on steady use, never a head count. The method and data come from our study of 90 days of crates.io data from 69 crates, featured in This Week in Rust #674; check any crate live with the real-downloads checker.
Badge for your README
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Publishing a crate of your own? How to publish a Rust crate to crates.io, step by step.
Categories
Sources
- Daily downloads: crates.io API, /crates/ndarray/downloads (last 90 days, all versions), fetched Oct 24, 2026.
- Versions and publish times: crates.io API, /crates/ndarray/versions, same fetch.
- Reverse dependencies: crates.io reverse dependencies, same fetch. Dependency edges between tracked crates: each crate's default version, crates.io API.
- Fetched politely (one request every 2 seconds, identified User-Agent) per the crates.io data access policy. Data is crates.io's; the release-window split, baseline and verdict rules are ours, CC BY 4.0.
Up next
Next in science: Next in Science by real downloads: 273,437 a day, 3 dependents. Few direct dependents and steady.smawkRust crate. Functions for finding row-minima in a totally monotone matrix. Real use: 273K downloads a day on quiet days; 3 crates depend on it.Read it next →Also worth your time