diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 2537c1f..218393f 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.4.0"
+  ".": "0.4.1"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index b968abd..c728a1c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [0.4.1](https://github.com/AppSprout-dev/RLE/compare/rimworld-learning-environment-v0.4.0...rimworld-learning-environment-v0.4.1) (2026-08-31)
+
+
+### Documentation
+
+* replace stale 6-model README benchmark table with public 11-model spread ([#48](https://github.com/AppSprout-dev/RLE/issues/48)) ([d656db3](https://github.com/AppSprout-dev/RLE/commit/d656db32876f17b4b3f245d5ceb0fc17e5d71ae2))
+
 ## [0.4.0](https://github.com/AppSprout-dev/RLE/compare/rimworld-learning-environment-v0.3.0...rimworld-learning-environment-v0.4.0) (2026-06-12)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 581e8f2..a11941b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "rimworld-learning-environment"
-version = "0.4.0"
+version = "0.4.1"
 description = "Multi-agent benchmark where Felix Agent SDK agents play RimWorld"
 readme = "README.md"
 license = "MIT"
diff --git a/src/rle/__init__.py b/src/rle/__init__.py
index a0cf96b..fb93fd3 100644
--- a/src/rle/__init__.py
+++ b/src/rle/__init__.py
@@ -3,7 +3,7 @@
 Multi-agent benchmark where Felix Agent SDK agents play RimWorld.
 """
 
-__version__ = "0.4.0"  # x-release-please-version
+__version__ = "0.4.1"  # x-release-please-version
 
 from rle.agents import (
     Action,