diff --git a/science/py-pysal/Makefile b/science/py-pysal/Makefile
index 7f3de6b4bf38..e3561bd3a5e9 100644
--- a/science/py-pysal/Makefile
+++ b/science/py-pysal/Makefile
@@ -1,63 +1,64 @@
 PORTNAME=	pysal
-PORTVERSION=	25.7
-PORTREVISION=	1
+PORTVERSION=	26.1
 CATEGORIES=	science python
 MASTER_SITES=	PYPI
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	sunpoet@FreeBSD.org
 COMMENT=	Meta Package for PySAL - A library of spatial analysis functions
 WWW=		https://pysal.org/pysal/ \
 		https://github.com/pysal/pysal
 
 LICENSE=	BSD3CLAUSE
 LICENSE_FILE=	${WRKSRC}/LICENSE.txt
 
 BUILD_DEPENDS=	${PYTHON_PKGNAMEPREFIX}setuptools>=61.0:devel/py-setuptools@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}setuptools-scm>=6.2:devel/py-setuptools-scm@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}wheel>=0:devel/py-wheel@${PY_FLAVOR}
-RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}access>=1.1.9:science/py-access@${PY_FLAVOR} \
+RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}access>=1.1.10:science/py-access@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}beautifulsoup>=4.10:www/py-beautifulsoup@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}esda>=2.7.1:science/py-esda@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}esda>=2.8.1:science/py-esda@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}geopandas>=0.10.0:graphics/py-geopandas@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}giddy>=2.3.6:graphics/py-giddy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}giddy>=2.3.8:graphics/py-giddy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}gwlearn>=0.1.1:science/py-gwlearn@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}inequality>=1.1.2:science/py-inequality@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}libpysal>=4.13.0:science/py-libpysal@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}lazy_loader>=0.3:devel/py-lazy_loader@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}libpysal>=4.14.1:science/py-libpysal@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}mapclassify>=2.10.0:graphics/py-mapclassify@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}mgwr>=2.2.1:graphics/py-mgwr@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}momepy>=0.10.0:graphics/py-momepy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}momepy>=0.11.0:graphics/py-momepy@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}numpy1>=1.22:math/py-numpy1@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}packaging>=22:devel/py-packaging@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pandas>=1.4:math/py-pandas@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}platformdirs>=2.0.2:devel/py-platformdirs@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}pointpats>=2.5.1:graphics/py-pointpats@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}pointpats>=2.5.2:graphics/py-pointpats@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}requests>=2.27:www/py-requests@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.1:science/py-scikit-learn@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}scipy>=1.8,1:science/py-scipy@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}segregation>=2.5.2:science/py-segregation@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}segregation>=2.5.3:science/py-segregation@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}shapely>=2.0.1:devel/py-shapely@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}spaghetti>=1.7.6:science/py-spaghetti@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}spglm>=1.1.0:math/py-spglm@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}spint>=1.0.7:math/py-spint@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}splot>=1.1.7:math/py-splot@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}spopt>=0.7.0:math/py-spopt@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}spreg>=1.8.3:math/py-spreg@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}tobler>=0.12.1:science/py-tobler@${PY_FLAVOR}
+		${PYTHON_PKGNAMEPREFIX}spreg>=1.8.5:math/py-spreg@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}tobler>=0.13.0:science/py-tobler@${PY_FLAVOR}
 
 USES=		python
 USE_PYTHON=	autoplist concurrent pep517
 
 NO_ARCH=	yes
 
 OPTIONS_DEFINE=	PLUS
 PLUS_DESC=	Extra features
 
 PLUS_RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}joblib>=1.2:devel/py-joblib@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}networkx>=2.7,2:math/py-networkx@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}numba>=0.55:devel/py-numba@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}pyarrow>=7.0:databases/py-pyarrow@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}sqlalchemy20>=2.0:databases/py-sqlalchemy20@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}xarray>=2022.3:devel/py-xarray@${PY_FLAVOR} \
 			${PYTHON_PKGNAMEPREFIX}zstd>=0:archivers/py-zstd@${PY_FLAVOR}
 
 .include <bsd.port.mk>
diff --git a/science/py-pysal/distinfo b/science/py-pysal/distinfo
index 8dfb4ce03b7d..e349e32f955e 100644
--- a/science/py-pysal/distinfo
+++ b/science/py-pysal/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1755202412
-SHA256 (pysal-25.7.tar.gz) = ca1452a1d57811cbc4708002a38ece6fe58b8597f966b310731e2e4014ddf21b
-SIZE (pysal-25.7.tar.gz) = 5454676
+TIMESTAMP = 1777906371
+SHA256 (pysal-26.1.tar.gz) = 84616c5152d04779d3f770c7c1c22076118bc722c5cfa506777837cd8ab9e40a
+SIZE (pysal-26.1.tar.gz) = 2081426