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Crates / candle-nn / Alternatives

Rust crate alternatives · data Oct 27, 2026

Alternatives to candle-nn

Short answerThe closest alternatives to candle-nn on crates.io data are burn (6.3K real downloads a day), ndarray (355K real downloads a day), ort (98.1K real downloads a day). Of the 8 we list, the most used is num-integer, and 8 shipped a release in the last year. candle-nn itself gets 31,937 a day with 528 dependents.

Every alternative we found

AlternativeReal downloads a dayvs candle-nnDependentsLast releaseWhy it is listed
burn Established6,2620.20x3637dcategory Science, keyword "machine-learning", keyword "tensor"side by side
ndarray Widely used354,52511.10x2,9859mocategory Science, keyword "blas"compare
ort Established98,0593.07x6768dcategory Science, keyword "machine-learning"compare
tch Established28,1950.88x1322mocategory Science, keyword "machine-learning"compare
lance Pulled in22,2860.70x3620dcategory Science, keyword "machine-learning"compare
num-integer Established2,011,50862.98x7012mocategory Sciencecompare
num-bigint Widely used1,899,48959.48x2,4494mocategory Sciencecompare
ordered-float Widely used1,379,31843.19x1,1432mocategory Sciencecompare

How to choose

  • Same job, not the same API. Each line is listed because it shares a crates.io category or keyword with candle-nn; read its description before you swap.
  • More dependents means more answered questions and a smaller chance it disappears.
  • Check the last release against how fast you need fixes. For candle-nn: is it still maintained?

Rules

Alternatives = tracked crates (top 1000 by downloads) that share a specific crates.io category (2 points each) or keyword (3 points each) with candle-nn, most similar first; its own parts (same name prefix) and crates it depends on or that depend on it are left out, because those are companions, not substitutes. Real downloads = quiet-day median, crates.io data Oct 27, 2026. Built when we find 3 or more.

Up next

The closest alternative: Established and gaining. 6,262 real downloads a day.burnRust crate. Flexible and Comprehensive Deep Learning Framework in Rust. Real use: 6.3K downloads a day on quiet days; 363 crates depend on it.Read it next →

Art: Nicholas Roerich, Nag Lake (1925). Public domain, via Wikimedia Commons.

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