diff --git a/Cargo.lock b/Cargo.lock
index 903ba81..b295fe2 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -163,9 +163,9 @@ checksum = "c3ac9f8b63eca6fd385229b3675f6cc0dc5c8a5c8a54a59d4f52ffd670d87b0c"
 
 [[package]]
 name = "bytemuck"
-version = "1.18.0"
+version = "1.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94bbb0ad554ad961ddc5da507a12a29b14e4ae5bda06b19f575a3e6079d2e2ae"
+checksum = "8b37c88a63ffd85d15b406896cc343916d7cf57838a847b3a6f2ca5d39a5695a"
 
 [[package]]
 name = "byteorder"
@@ -613,9 +613,9 @@ checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
 name = "image"
-version = "0.25.2"
+version = "0.25.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99314c8a2152b8ddb211f924cdae532d8c5e4c8bb54728e12fff1b0cd5963a10"
+checksum = "cd6f44aed642f18953a158afeb30206f4d50da59fbc66ecb53c66488de73563b"
 dependencies = [
  "bytemuck",
  "byteorder-lite",
@@ -629,9 +629,9 @@ dependencies = [
 
 [[package]]
 name = "image-webp"
-version = "0.1.3"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f79afb8cbee2ef20f59ccd477a218c12a93943d075b492015ecb1bb81f8ee904"
+checksum = "e031e8e3d94711a9ccb5d6ea357439ef3dcbed361798bd4071dc4d9793fbe22f"
 dependencies = [
  "byteorder-lite",
  "quick-error",
@@ -683,6 +683,165 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "jxl-bitstream"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c84490d13b6303b007b63b6ffea9fa82ff5a4c33b0b2dc673e6f4556f11a2a1"
+dependencies = [
+ "tracing",
+]
+
+[[package]]
+name = "jxl-coding"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0dd7ffdab0c48e989f23a8bd6113d88bd243ae45c7871e90cfdcb6997eacbfb2"
+dependencies = [
+ "jxl-bitstream",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-color"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4806c94be9e37c82e571684ad673af0a2e4049a74942c407034da6a087c4de7b"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-coding",
+ "jxl-grid",
+ "jxl-oxide-common",
+ "jxl-threadpool",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-frame"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "537b5014aa075774dc44ef861d6ae5ca362980b64498ed2f464c25c660646a4c"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-coding",
+ "jxl-grid",
+ "jxl-image",
+ "jxl-modular",
+ "jxl-oxide-common",
+ "jxl-threadpool",
+ "jxl-vardct",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-grid"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "13a28ba2734da33624db4b426b44750a7b1238e6cba65d27b7d84bf3cba7f507"
+dependencies = [
+ "tracing",
+]
+
+[[package]]
+name = "jxl-image"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1de3283303bb66b1742538f1a6947313596242598d6ddf325f301c2fbf01abd3"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-color",
+ "jxl-grid",
+ "jxl-oxide-common",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-modular"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed6e144e58dc051182702ef4f3c78357c23e7df0164f60f69e0f267a8b59bd42"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-coding",
+ "jxl-grid",
+ "jxl-oxide-common",
+ "jxl-threadpool",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-oxide"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ad97ec13689c37000bb64c5df1cfed7c43b12491ff0d6626ae08cd521b83ad0"
+dependencies = [
+ "bytemuck",
+ "image",
+ "jxl-bitstream",
+ "jxl-color",
+ "jxl-frame",
+ "jxl-grid",
+ "jxl-image",
+ "jxl-oxide-common",
+ "jxl-render",
+ "jxl-threadpool",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-oxide-common"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4efb65a6ef812eae1083e5d2d1a4358bd74cf7e08d112f6e939a40003a6a9920"
+dependencies = [
+ "jxl-bitstream",
+]
+
+[[package]]
+name = "jxl-render"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "685c13278d0ba6b522d7b0957bf9aa14b9f975b229ec582c2eec3fe89978ee93"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-coding",
+ "jxl-color",
+ "jxl-frame",
+ "jxl-grid",
+ "jxl-image",
+ "jxl-modular",
+ "jxl-oxide-common",
+ "jxl-threadpool",
+ "jxl-vardct",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-threadpool"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d2860c68899a3c6266044fc26c6a0041e9f27145f58cc69b6eedc1b77f5ee13"
+dependencies = [
+ "rayon",
+ "rayon-core",
+ "tracing",
+]
+
+[[package]]
+name = "jxl-vardct"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "737b4a65897907c644329c8a54e042cefdec2989e482698eea150d463e475fe5"
+dependencies = [
+ "jxl-bitstream",
+ "jxl-coding",
+ "jxl-grid",
+ "jxl-modular",
+ "jxl-oxide-common",
+ "jxl-threadpool",
+ "tracing",
+]
+
 [[package]]
 name = "lab"
 version = "0.11.0"
@@ -939,6 +1098,12 @@ dependencies = [
  "rustc_version",
 ]
 
+[[package]]
+name = "pin-project-lite"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "915a1e146535de9163f3987b8944ed8cf49a18bb0056bcebcdcece385cece4ff"
+
 [[package]]
 name = "pkg-config"
 version = "0.3.30"
@@ -1246,6 +1411,7 @@ dependencies = [
  "crossterm",
  "image",
  "indicatif",
+ "jxl-oxide",
  "num-traits",
  "plotters",
  "ssimulacra2",
@@ -1301,6 +1467,25 @@ dependencies = [
  "syn",
 ]
 
+[[package]]
+name = "tracing"
+version = "0.1.40"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3523ab5a71916ccf420eebdf5521fcef02141234bbc0b8a49f2fdc4544364ef"
+dependencies = [
+ "pin-project-lite",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-core"
+version = "0.1.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
+dependencies = [
+ "once_cell",
+]
+
 [[package]]
 name = "ttf-parser"
 version = "0.20.0"
diff --git a/Cargo.toml b/Cargo.toml
index 9175af8..e9e0dd2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,6 +19,7 @@ av-metrics-decoders = { version = "0.3.1", features = [
 clap = { version = "4.0.18", features = ["derive"] }
 crossterm = "0.27.0"
 indicatif = "0.17.1"
+jxl-oxide = { version = "0.10.1", features = ["image"] }
 num-traits = { version = "0.2.15", optional = true }
 ssimulacra2 = { version = "0.5.0", default-features = false }
 statrs = { version = "0.17.0", optional = true }
diff --git a/src/main.rs b/src/main.rs
index 69ed81a..c21e1fe 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -153,8 +153,29 @@ fn main() {
 
 fn compare_images(source: &Path, distorted: &Path) {
     // For now just assumes the input is sRGB. Trying to keep this as simple as possible for now.
-    let source = image::open(source).expect("Failed to open source file");
-    let distorted = image::open(distorted).expect("Failed to open distorted file");
+    let source = if let Ok(image) = image::open(source) {
+        image
+    } else if let Ok(decoder) = jxl_oxide::integration::JxlDecoder::new(
+        std::fs::File::open(source)
+            .ok().expect("could not open source file"),
+    ) {
+        image::DynamicImage::from_decoder(decoder)
+            .ok().expect("failed to decode source jxl")
+    } else {
+        panic!("Failed to open the source file")
+    };
+
+    let distorted = if let Ok(image) = image::open(distorted) {
+        image
+    } else if let Ok(decoder) = jxl_oxide::integration::JxlDecoder::new(
+        std::fs::File::open(distorted)
+            .ok().expect("could not open distorted file"),
+    ) {
+        image::DynamicImage::from_decoder(decoder)
+            .ok().expect("failed to decode distorted jxl")
+    } else {
+        panic!("Failed to open the distorted file")
+    };
 
     let source_data = source
         .to_rgb32f()