diff --git a/src/macaron/build_spec_generator/common_spec/pypi_spec.py b/src/macaron/build_spec_generator/common_spec/pypi_spec.py
index ee67578c9..e7ce40ee9 100644
--- a/src/macaron/build_spec_generator/common_spec/pypi_spec.py
+++ b/src/macaron/build_spec_generator/common_spec/pypi_spec.py
@@ -132,7 +132,7 @@ def resolve_fields(self, purl: PackageURL) -> None:
 
                 logger.debug("From package JSON inferred Python constraints: %s", python_version_set)
 
-                self.data["has_binaries"] = not pypi_package_json.has_pure_wheel()
+                self.data["has_binaries"] = pypi_package_json.has_non_pure_wheel()
 
                 if self.data["has_binaries"]:
                     logger.debug("Can not find a pure wheel")
diff --git a/src/macaron/build_spec_generator/dockerfile/pypi_dockerfile_output.py b/src/macaron/build_spec_generator/dockerfile/pypi_dockerfile_output.py
index 67d1c6308..62954e312 100644
--- a/src/macaron/build_spec_generator/dockerfile/pypi_dockerfile_output.py
+++ b/src/macaron/build_spec_generator/dockerfile/pypi_dockerfile_output.py
@@ -69,14 +69,14 @@ def gen_dockerfile(buildspec: BaseBuildSpecDict) -> str:
         "else python -m build --wheel -n; fi"
     )
 
-    wheel_url: str = ""
+    # Initialized empty so that the validation script can exit gracefully in the case we find no upstream wheel
     wheel_name: str = ""
-
-    wheel_urls = buildspec["upstream_artifacts"]["wheels"]
-    # We currently only look for the pure wheel, if it exists
-    if wheel_urls:
-        wheel_url = list(wheel_urls)[0]
-        wheel_name = wheel_url.rsplit("/", 1)[-1]
+    wheel_url: str = ""
+    if "wheels" in buildspec["upstream_artifacts"]:
+        wheel_urls = buildspec["upstream_artifacts"]["wheels"]
+        if wheel_urls:
+            wheel_url = wheel_urls[0]
+            wheel_name = wheel_url.rsplit("/", 1)[-1]
     else:
         logger.debug("We could not find an upstream artifact, and therefore we cannot run validation")
 
diff --git a/src/macaron/slsa_analyzer/package_registry/pypi_registry.py b/src/macaron/slsa_analyzer/package_registry/pypi_registry.py
index 579a13d5b..6741fd208 100644
--- a/src/macaron/slsa_analyzer/package_registry/pypi_registry.py
+++ b/src/macaron/slsa_analyzer/package_registry/pypi_registry.py
@@ -965,13 +965,13 @@ def download_wheel(self) -> bool:
                 logger.debug(error)
         return False
 
-    def has_pure_wheel(self) -> bool:
-        """Check whether the PURL has a pure wheel from its package json.
+    def has_non_pure_wheel(self) -> bool:
+        """Check whether the PURL has any non-pure wheel from its package json.
 
         Returns
         -------
         bool
-            Whether the PURL has a pure wheel or not.
+            Whether the PURL has any non-pure wheel or not.
         """
         if self.component_version:
             urls = json_extract(self.package_json, ["releases", self.component_version], list)
@@ -982,16 +982,13 @@ def has_pure_wheel(self) -> bool:
             return False
         for distribution in urls:
             file_name: str = distribution.get("filename") or ""
-            # Parse out and check none and any
-            # Catch exceptions
             try:
                 _, _, _, tags = parse_wheel_filename(file_name)
-                # Check if none and any are in the tags (i.e. the wheel is pure)
-                if all(tag.abi == "none" and tag.platform == "any" for tag in tags):
+                # A wheel is non-pure if any tag is not abi=none and platform=any
+                if any(tag.abi != "none" or tag.platform != "any" for tag in tags):
                     return True
             except InvalidWheelFilename:
                 logger.debug("Could not parse wheel name.")
-                return False
         return False
 
     @contextmanager
diff --git a/tests/integration/cases/pypi_pytesseract/expected_default.buildspec b/tests/integration/cases/pypi_pytesseract/expected_default.buildspec
new file mode 100644
index 000000000..9daecb465
--- /dev/null
+++ b/tests/integration/cases/pypi_pytesseract/expected_default.buildspec
@@ -0,0 +1,39 @@
+{
+    "macaron_version": "0.20.0",
+    "group_id": null,
+    "artifact_id": "pytesseract",
+    "version": "0.3.8",
+    "git_repo": "https://github.com/madmaze/pytesseract",
+    "git_tag": "805d3959496232edf2f0feb41af750d5702d85b7",
+    "newline": "lf",
+    "language_version": [
+        ">=3.7"
+    ],
+    "ecosystem": "pypi",
+    "purl": "pkg:pypi/pytesseract@0.3.8",
+    "language": "python",
+    "build_tools": [
+        "pip"
+    ],
+    "build_commands": [
+        [
+            "python",
+            "-m",
+            "build",
+            "--wheel",
+            "-n"
+        ]
+    ],
+    "has_binaries": false,
+    "build_requires": {
+        "setuptools": "==67.7.2"
+    },
+    "build_backends": [
+        "setuptools.build_meta"
+    ],
+    "upstream_artifacts": {
+        "sdist": [
+            "https://files.pythonhosted.org/packages/a3/c9/d6e8903482bd6fb994c32722831d15842dd8b614f94ad9ca735807252671/pytesseract-0.3.8.tar.gz"
+        ]
+    }
+}
diff --git a/tests/integration/cases/pypi_pytesseract/expected_dockerfile.buildspec b/tests/integration/cases/pypi_pytesseract/expected_dockerfile.buildspec
new file mode 100644
index 000000000..af9562fd4
--- /dev/null
+++ b/tests/integration/cases/pypi_pytesseract/expected_dockerfile.buildspec
@@ -0,0 +1,91 @@
+
+#syntax=docker/dockerfile:1.10
+FROM oraclelinux:9
+
+# Install core tools
+RUN dnf -y install which wget tar unzip git
+
+# Install compiler and make
+RUN dnf -y install gcc make
+
+# Download and unzip interpreter
+RUN <<EOF
+    wget https://www.python.org/ftp/python/3.7.17/Python-3.7.17.tgz
+    tar -xf Python-3.7.17.tgz
+EOF
+
+# Install necessary libraries to build the interpreter
+# From: https://devguide.python.org/getting-started/setup-building/
+RUN dnf install \
+  gcc-c++ gdb lzma glibc-devel libstdc++-devel openssl-devel \
+  readline-devel zlib-devel libzstd-devel libffi-devel bzip2-devel \
+  xz-devel sqlite sqlite-devel sqlite-libs libuuid-devel gdbm-libs \
+  perf expat expat-devel mpdecimal python3-pip \
+  perl perl-File-Compare
+
+# Build OpenSSL 1.1.1w
+RUN <<EOF
+    wget https://www.openssl.org/source/old/1.1.1/openssl-1.1.1w.tar.gz
+    tar xzf openssl-1.1.1w.tar.gz
+    cd openssl-1.1.1w
+    ./config --prefix=/opt/openssl --openssldir=/opt/openssl shared zlib
+    make -j"$(nproc)"
+    make install_sw
+EOF
+
+ENV LD_LIBRARY_PATH=/opt/openssl/lib
+ENV CPPFLAGS=-I/opt/openssl/include
+ENV LDFLAGS=-L/opt/openssl/lib
+
+# Build interpreter and create venv
+RUN <<EOF
+    cd Python-3.7.17
+    ./configure --with-pydebug
+    make -s -j $(nproc)
+    make install
+    ./python -m ensurepip
+    ./python -m venv /deps
+EOF
+
+# Clone code to rebuild
+RUN <<EOF
+    mkdir src
+    cd src
+    git clone https://github.com/madmaze/pytesseract .
+    git checkout --force 805d3959496232edf2f0feb41af750d5702d85b7
+EOF
+
+WORKDIR /src
+
+# Install build and the build backends
+RUN <<EOF
+    /deps/bin/pip install --upgrade setuptools
+    /deps/bin/pip install build
+EOF
+
+# Run the build
+RUN source /deps/bin/activate &&  python -m build --wheel -n
+
+# Validate script
+RUN cat <<'EOF' >/validate
+    [ -n "" ] || { echo "No upstream artifact to validate against."; exit 1; }
+    # Capture artifacts generated
+    WHEELS=(/src/dist/*.whl)
+    # Ensure we only have one artifact
+    [ ${#WHEELS[@]} -eq 1 ] || { echo "Unexpected artifacts produced!"; exit 1; }
+    # BUILT_WHEEL is the artifact we built
+    BUILT_WHEEL=${WHEELS[0]}
+    # Ensure the artifact produced is not the literal returned by the glob
+    [ -e $BUILT_WHEEL ] || { echo "No wheels found!"; exit 1; }
+    # Download the wheel
+    wget -q
+    # Compare wheel names
+    [ $(basename $BUILT_WHEEL) == "" ] || { echo "Wheel name does not match!"; exit 1; }
+    # Compare file tree
+    (unzip -Z1 $BUILT_WHEEL | grep -v '\.dist-info' | sort) > built.tree
+    (unzip -Z1 "" | grep -v '\.dist-info' | sort ) > pypi_artifact.tree
+    diff -u built.tree pypi_artifact.tree || { echo "File trees do not match!"; exit 1; }
+    echo "Success!"
+EOF
+
+ENTRYPOINT ["/bin/bash","/validate"]
diff --git a/tests/integration/cases/pypi_pytesseract/test.yaml b/tests/integration/cases/pypi_pytesseract/test.yaml
new file mode 100644
index 000000000..7407ae002
--- /dev/null
+++ b/tests/integration/cases/pypi_pytesseract/test.yaml
@@ -0,0 +1,45 @@
+# Copyright (c) 2025 - 2026, Oracle and/or its affiliates. All rights reserved.
+# Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/.
+
+description: |
+  Integration test to ensure that has_binaries is not a false positive.
+
+tags:
+- macaron-python-package
+- tutorial
+
+steps:
+- name: Run macaron analyze
+  kind: analyze
+  options:
+    command_args:
+    - -purl
+    - pkg:pypi/pytesseract@0.3.8
+- name: Generate the buildspec
+  kind: gen-build-spec
+  options:
+    command_args:
+    - -purl
+    - pkg:pypi/pytesseract@0.3.8
+    - --output-format
+    - default-buildspec
+- name: Compare Buildspec.
+  kind: compare
+  options:
+    kind: default_build_spec
+    result: output/buildspec/pypi/pytesseract/macaron.buildspec
+    expected: expected_default.buildspec
+- name: Generate the buildspec
+  kind: gen-build-spec
+  options:
+    command_args:
+    - -purl
+    - pkg:pypi/pytesseract@0.3.8
+    - --output-format
+    - dockerfile
+- name: Compare Dockerfile
+  kind: compare
+  options:
+    kind: dockerfile_build_spec
+    result: output/buildspec/pypi/pytesseract/dockerfile.buildspec
+    expected: expected_dockerfile.buildspec