diff --git a/Cargo.lock b/Cargo.lock
index d3ca1f48c16..427271e4fb0 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3731,6 +3731,16 @@ dependencies = [
  "rand 0.9.2",
 ]
 
+[[package]]
+name = "fsst"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a32ddfc5478379cd1782bdd9d7d1411063f563e5b338fc73bafe5916451a5b9d"
+dependencies = [
+ "arrow-array",
+ "rand 0.9.2",
+]
+
 [[package]]
 name = "fsst-rs"
 version = "0.5.8"
@@ -4910,10 +4920,10 @@ dependencies = [
  "half",
  "humantime",
  "itertools 0.13.0",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "lance-datafusion",
- "lance-encoding",
+ "lance-encoding 2.0.1",
  "lance-file",
  "lance-geo",
  "lance-index",
@@ -4933,7 +4943,7 @@ dependencies = [
  "semver",
  "serde",
  "serde_json",
- "snafu",
+ "snafu 0.8.9",
  "tantivy",
  "tokio",
  "tokio-stream",
@@ -4963,6 +4973,28 @@ dependencies = [
  "rand 0.9.2",
 ]
 
+[[package]]
+name = "lance-arrow"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c9fdaf99863fa0d631e422881e88be4837d8b82f36a87143d723a9d285acec4b"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-ord",
+ "arrow-schema",
+ "arrow-select",
+ "bytes",
+ "futures",
+ "getrandom 0.2.17",
+ "half",
+ "jsonb",
+ "num-traits",
+ "rand 0.9.2",
+]
+
 [[package]]
 name = "lance-bench"
 version = "0.1.0"
@@ -4973,7 +5005,7 @@ dependencies = [
  "clap",
  "futures",
  "lance",
- "lance-encoding",
+ "lance-encoding 3.0.1",
  "parquet",
  "tempfile",
  "tokio",
@@ -4992,6 +5024,17 @@ dependencies = [
  "seq-macro",
 ]
 
+[[package]]
+name = "lance-bitpacking"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "866b1634d38d94e8ab86fbcf238ac82dc8a5f72a4a6a90525f29899772e7cc7f"
+dependencies = [
+ "arrayref",
+ "paste",
+ "seq-macro",
+]
+
 [[package]]
 name = "lance-core"
 version = "2.0.1"
@@ -5010,7 +5053,7 @@ dependencies = [
  "deepsize",
  "futures",
  "itertools 0.13.0",
- "lance-arrow",
+ "lance-arrow 2.0.1",
  "libc",
  "log",
  "mock_instant",
@@ -5022,7 +5065,44 @@ dependencies = [
  "rand 0.9.2",
  "roaring 0.10.12",
  "serde_json",
- "snafu",
+ "snafu 0.8.9",
+ "tempfile",
+ "tokio",
+ "tokio-stream",
+ "tokio-util",
+ "tracing",
+ "url",
+]
+
+[[package]]
+name = "lance-core"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "977c29f4e48c201c2806fe6ae117b65d0287eda236acd07357b556a54b0d5c5a"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-schema",
+ "async-trait",
+ "byteorder",
+ "bytes",
+ "chrono",
+ "deepsize",
+ "futures",
+ "itertools 0.13.0",
+ "lance-arrow 3.0.1",
+ "libc",
+ "log",
+ "mock_instant",
+ "moka",
+ "num_cpus",
+ "object_store",
+ "pin-project",
+ "prost 0.14.3",
+ "rand 0.9.2",
+ "roaring 0.11.3",
+ "serde_json",
+ "snafu 0.9.0",
  "tempfile",
  "tokio",
  "tokio-stream",
@@ -5051,14 +5131,14 @@ dependencies = [
  "datafusion-physical-expr 51.0.0",
  "futures",
  "jsonb",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "lance-datagen",
  "lance-geo",
  "log",
  "pin-project",
  "prost 0.14.3",
- "snafu",
+ "snafu 0.8.9",
  "tokio",
  "tracing",
 ]
@@ -5099,14 +5179,53 @@ dependencies = [
  "bytemuck",
  "byteorder",
  "bytes",
- "fsst",
+ "fsst 2.0.1",
+ "futures",
+ "hex",
+ "hyperloglogplus",
+ "itertools 0.13.0",
+ "lance-arrow 2.0.1",
+ "lance-bitpacking 2.0.1",
+ "lance-core 2.0.1",
+ "log",
+ "lz4",
+ "num-traits",
+ "prost 0.14.3",
+ "prost-build",
+ "prost-types",
+ "rand 0.9.2",
+ "snafu 0.8.9",
+ "strum 0.26.3",
+ "tokio",
+ "tracing",
+ "xxhash-rust",
+ "zstd",
+]
+
+[[package]]
+name = "lance-encoding"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be1007242188e5d53c98717e7f2cb340dc80eb9c94c2b935587598919b3a36bd"
+dependencies = [
+ "arrow-arith",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "bytemuck",
+ "byteorder",
+ "bytes",
+ "fsst 3.0.1",
  "futures",
  "hex",
  "hyperloglogplus",
  "itertools 0.13.0",
- "lance-arrow",
- "lance-bitpacking",
- "lance-core",
+ "lance-arrow 3.0.1",
+ "lance-bitpacking 3.0.1",
+ "lance-core 3.0.1",
  "log",
  "lz4",
  "num-traits",
@@ -5114,7 +5233,7 @@ dependencies = [
  "prost-build",
  "prost-types",
  "rand 0.9.2",
- "snafu",
+ "snafu 0.9.0",
  "strum 0.26.3",
  "tokio",
  "tracing",
@@ -5141,9 +5260,9 @@ dependencies = [
  "datafusion-common 51.0.0",
  "deepsize",
  "futures",
- "lance-arrow",
- "lance-core",
- "lance-encoding",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
+ "lance-encoding 2.0.1",
  "lance-io",
  "log",
  "num-traits",
@@ -5151,7 +5270,7 @@ dependencies = [
  "prost 0.14.3",
  "prost-build",
  "prost-types",
- "snafu",
+ "snafu 0.8.9",
  "tokio",
  "tracing",
 ]
@@ -5168,7 +5287,7 @@ dependencies = [
  "geoarrow-array",
  "geoarrow-schema",
  "geodatafusion",
- "lance-core",
+ "lance-core 2.0.1",
  "serde",
 ]
 
@@ -5206,11 +5325,11 @@ dependencies = [
  "half",
  "itertools 0.13.0",
  "jsonb",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "lance-datafusion",
  "lance-datagen",
- "lance-encoding",
+ "lance-encoding 2.0.1",
  "lance-file",
  "lance-geo",
  "lance-io",
@@ -5232,7 +5351,7 @@ dependencies = [
  "serde",
  "serde_json",
  "smallvec",
- "snafu",
+ "snafu 0.8.9",
  "tantivy",
  "tempfile",
  "tokio",
@@ -5262,8 +5381,8 @@ dependencies = [
  "chrono",
  "deepsize",
  "futures",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "lance-namespace",
  "log",
  "object_store",
@@ -5273,7 +5392,7 @@ dependencies = [
  "rand 0.9.2",
  "serde",
  "shellexpand",
- "snafu",
+ "snafu 0.8.9",
  "tokio",
  "tracing",
  "url",
@@ -5291,8 +5410,8 @@ dependencies = [
  "cc",
  "deepsize",
  "half",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "num-traits",
  "rand 0.9.2",
 ]
@@ -5306,9 +5425,9 @@ dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "lance-core",
+ "lance-core 2.0.1",
  "lance-namespace-reqwest-client",
- "snafu",
+ "snafu 0.8.9",
 ]
 
 [[package]]
@@ -5341,8 +5460,8 @@ dependencies = [
  "chrono",
  "deepsize",
  "futures",
- "lance-arrow",
- "lance-core",
+ "lance-arrow 2.0.1",
+ "lance-core 2.0.1",
  "lance-file",
  "lance-io",
  "log",
@@ -5356,7 +5475,7 @@ dependencies = [
  "semver",
  "serde",
  "serde_json",
- "snafu",
+ "snafu 0.8.9",
  "tokio",
  "tracing",
  "url",
@@ -8371,7 +8490,16 @@ version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6e84b3f4eacbf3a1ce05eac6763b4d629d60cbc94d632e4092c54ade71f1e1a2"
 dependencies = [
- "snafu-derive",
+ "snafu-derive 0.8.9",
+]
+
+[[package]]
+name = "snafu"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1d4bced6a69f90b2056c03dcff2c4737f98d6fb9e0853493996e1d253ca29c6"
+dependencies = [
+ "snafu-derive 0.9.0",
 ]
 
 [[package]]
@@ -8386,6 +8514,18 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "snafu-derive"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "54254b8531cafa275c5e096f62d48c81435d1015405a91198ddb11e967301d40"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "snap"
 version = "1.1.1"
diff --git a/benchmarks/lance-bench/Cargo.toml b/benchmarks/lance-bench/Cargo.toml
index acfe39ef531..2cef12e5922 100644
--- a/benchmarks/lance-bench/Cargo.toml
+++ b/benchmarks/lance-bench/Cargo.toml
@@ -16,7 +16,7 @@ publish = false
 
 [dependencies]
 lance = { version = "2.0.0", default-features = false }
-lance-encoding = { version = "2.0.0" }
+lance-encoding = { version = "3.0.0" }
 
 anyhow = { workspace = true }
 arrow-cast = { version = "57" }