diff --git a/Cargo.lock b/Cargo.lock
index de366de05..78ad9b972 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -153,6 +153,17 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
+[[package]]
+name = "chacha20"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d524456ba66e72eb8b115ff89e01e497f8e6d11d78b70b1aa13c0fbd97540a81"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "cmake"
 version = "0.1.58"
@@ -162,6 +173,15 @@ dependencies = [
  "cc",
 ]
 
+[[package]]
+name = "cpufeatures"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b2a41393f66f16b0823bb79094d54ac5fbd34ab292ddafb9a0456ac9f87d201"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "crc32fast"
 version = "1.5.0"
@@ -518,11 +538,11 @@ dependencies = [
 
 [[package]]
 name = "ndarray-rand"
-version = "0.16.0"
+version = "0.17.0"
 dependencies = [
  "ndarray",
  "quickcheck",
- "rand 0.9.4",
+ "rand 0.10.1",
  "rand_distr",
  "rand_isaac",
 ]
@@ -585,7 +605,7 @@ dependencies = [
  "num-complex",
  "num-traits",
  "openblas-src",
- "rand 0.9.4",
+ "rand 0.10.1",
  "rand_distr",
 ]
 
@@ -762,6 +782,7 @@ version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d2e8e8bcc7961af1fdac401278c6a831614941f6164ee3bf4ce61b7edb162207"
 dependencies = [
+ "chacha20",
  "getrandom 0.4.2",
  "rand_core 0.10.1",
 ]
@@ -793,21 +814,21 @@ checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
 
 [[package]]
 name = "rand_distr"
-version = "0.5.1"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
+checksum = "4d431c2703ccf129de4d45253c03f49ebb22b97d6ad79ee3ecfc7e3f4862c1d8"
 dependencies = [
  "num-traits",
- "rand 0.9.4",
+ "rand 0.10.1",
 ]
 
 [[package]]
 name = "rand_isaac"
-version = "0.4.0"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3382fc9f0aad4f2e2a56b53d9133c8c810b4dbf21e7e370e24346161a5b2c7bd"
+checksum = "62cb7dedb2feaa5c3ea9f47b7d6f5bde397a2dd7d0305a0cd35b51588607f415"
 dependencies = [
- "rand_core 0.9.5",
+ "rand_core 0.10.1",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index df07302ea..f3522b214 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -105,8 +105,8 @@ num-complex = { version = "0.4", default-features = false }
 approx = { version = "0.5", default-features = false }
 quickcheck = { version = "1.0", default-features = false }
 proptest = { version = "1.3.1" }
-rand = { version = "0.9.0", features = ["small_rng"] }
-rand_distr = { version = "0.5.0" }
+rand = { version = "0.10.0" }
+rand_distr = { version = "0.6.0" }
 itertools = { version = "0.13.0", default-features = false, features = ["use_std"] }
 cblas-sys = { version = "0.1.4", default-features = false }
 
diff --git a/README-quick-start.md b/README-quick-start.md
index 84e968744..fd634d688 100644
--- a/README-quick-start.md
+++ b/README-quick-start.md
@@ -306,7 +306,7 @@ use std::iter::FromIterator;
 
 fn main() {
     // Or you may use ndarray_rand crate to generate random arrays
-    // let a = Array::random((2, 5), Uniform::new(0., 10.));
+    // let a = Array::random((2, 5), Uniform::new(0., 10.).unwrap());
     
     let a = array![
         [3., 7., 3., 4.],
diff --git a/crates/numeric-tests/tests/accuracy.rs b/crates/numeric-tests/tests/accuracy.rs
index db10d57cd..d6269be9b 100644
--- a/crates/numeric-tests/tests/accuracy.rs
+++ b/crates/numeric-tests/tests/accuracy.rs
@@ -10,7 +10,7 @@ use std::fmt;
 
 use ndarray_rand::RandomExt;
 use rand::rngs::SmallRng;
-use rand::{Rng, SeedableRng};
+use rand::{RngExt, SeedableRng};
 
 use ndarray::linalg::general_mat_mul;
 use ndarray::prelude::*;
@@ -86,7 +86,7 @@ where
 #[test]
 fn accurate_eye_f32()
 {
-    let rng = &mut SmallRng::from_os_rng();
+    let rng = &mut SmallRng::from_rng(&mut rand::rng());
     for i in 0..20 {
         let eye = Array::eye(i);
         for j in 0..20 {
@@ -114,7 +114,7 @@ fn accurate_eye_f32()
 #[test]
 fn accurate_eye_f64()
 {
-    let rng = &mut SmallRng::from_os_rng();
+    let rng = &mut SmallRng::from_rng(&mut rand::rng());
     let abs_tol = 1e-15;
     for i in 0..20 {
         let eye = Array::eye(i);
@@ -209,7 +209,7 @@ where
     A: fmt::Debug,
 {
     // pick a few random sizes
-    let mut rng = SmallRng::from_os_rng();
+    let mut rng = SmallRng::from_rng(&mut rand::rng());
     for i in 0..20 {
         let (c, reference) = random_matrix_mul(&mut rng, i > 10, use_general, gen::<A, _>);
 
@@ -241,7 +241,7 @@ where
     A: fmt::Debug,
 {
     // pick a few random sizes
-    let mut rng = SmallRng::from_os_rng();
+    let mut rng = SmallRng::from_rng(&mut rand::rng());
     for i in 0..20 {
         let (c, reference) = random_matrix_mul(&mut rng, i > 10, true, gen_complex::<A, _>);
 
@@ -259,7 +259,7 @@ where
 fn accurate_mul_with_column_f64()
 {
     // pick a few random sizes
-    let rng = &mut SmallRng::from_os_rng();
+    let rng = &mut SmallRng::from_rng(&mut rand::rng());
     for i in 0..10 {
         let m = rng.random_range(1..128);
         let k = rng.random_range(1..350);
diff --git a/ndarray-rand/Cargo.toml b/ndarray-rand/Cargo.toml
index b7169f304..7cc4e69c5 100644
--- a/ndarray-rand/Cargo.toml
+++ b/ndarray-rand/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "ndarray-rand"
-version = "0.16.0"
+version = "0.17.0"
 edition = "2018"
 authors = ["bluss"]
 license = "MIT OR Apache-2.0"
@@ -29,7 +29,7 @@ rand_distr = { workspace = true }
 quickcheck = { workspace = true, optional = true }
 
 [dev-dependencies]
-rand_isaac = "0.4.0"
+rand_isaac = "0.5.0"
 quickcheck = { workspace = true }
 
 [package.metadata.release]
diff --git a/ndarray-rand/README.md b/ndarray-rand/README.md
index 0109e9732..fb9c1acc1 100644
--- a/ndarray-rand/README.md
+++ b/ndarray-rand/README.md
@@ -15,7 +15,7 @@ use ndarray_rand::RandomExt;
 use ndarray_rand::rand_distr::Uniform;
 
 fn main() {
-    let a = Array::random((2, 5), Uniform::new(0., 10.));
+    let a = Array::random((2, 5), Uniform::new(0., 10.).unwrap());
     println!("{:8.4}", a);
     // Example Output:
     // [[  8.6900,   6.9824,   3.8922,   6.5861,   2.4890],
diff --git a/ndarray-rand/RELEASES.md b/ndarray-rand/RELEASES.md
index d4e1dde2e..2ec55ffc9 100644
--- a/ndarray-rand/RELEASES.md
+++ b/ndarray-rand/RELEASES.md
@@ -1,6 +1,10 @@
 Recent Changes
 --------------
 
+- 0.17.0
+
+  - Bump `rand` to 0.10.0 and `rand_distr` to 0.6.0
+
 - 0.16.0
 
   - Require ndarray 0.17.1
diff --git a/ndarray-rand/src/lib.rs b/ndarray-rand/src/lib.rs
index d155695aa..8dd281129 100644
--- a/ndarray-rand/src/lib.rs
+++ b/ndarray-rand/src/lib.rs
@@ -12,7 +12,7 @@
 //!
 //! ## Note
 //!
-//! `ndarray-rand` depends on [`rand` 0.9][rand].
+//! `ndarray-rand` depends on [`rand` 0.10][rand].
 //!
 //! [`rand`][rand] and [`rand_distr`][rand_distr]
 //! are re-exported as sub-modules, [`ndarray_rand::rand`](rand)
@@ -20,8 +20,8 @@
 //! You can use these submodules for guaranteed version compatibility or
 //! convenience.
 //!
-//! [rand]: https://docs.rs/rand/0.9
-//! [rand_distr]: https://docs.rs/rand_distr/0.5
+//! [rand]: https://docs.rs/rand/0.10
+//! [rand_distr]: https://docs.rs/rand_distr/0.6
 //!
 //! If you want to use a random number generator or distribution from another crate
 //! with `ndarray-rand`, you need to make sure that the other crate also depends on the