diff --git a/CMakeLists.txt b/CMakeLists.txt
index 0bdb8abb..c6b12188 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -242,7 +242,7 @@ set(HEADER_FILES include/emulator.hpp include/helpers.hpp include/termcolor.hpp
                  include/PICA/dynapica/shader_rec_emitter_arm64.hpp include/scheduler.hpp include/applets/error_applet.hpp include/PICA/shader_gen.hpp
                  include/audio/dsp_core.hpp include/audio/null_core.hpp include/audio/teakra_core.hpp
                  include/audio/miniaudio_device.hpp include/ring_buffer.hpp include/bitfield.hpp include/audio/dsp_shared_mem.hpp
-                 include/audio/hle_core.hpp include/capstone.hpp include/audio/aac.hpp
+                 include/audio/hle_core.hpp include/capstone.hpp include/audio/aac.hpp include/PICA/pica_frag_config.hpp
 )
 
 cmrc_add_resource_library(
diff --git a/include/PICA/pica_frag_config.hpp b/include/PICA/pica_frag_config.hpp
new file mode 100644
index 00000000..c4d46b11
--- /dev/null
+++ b/include/PICA/pica_frag_config.hpp
@@ -0,0 +1,53 @@
+#pragma once
+#include <array>
+#include <cstring>
+#include <type_traits>
+#include <unordered_map>
+
+#include "PICA/pica_hash.hpp"
+#include "PICA/regs.hpp"
+#include "bitfield.hpp"
+#include "helpers.hpp"
+
+namespace PICA {
+	struct OutputConfig {
+		union {
+			u32 raw;
+			// Merge the enable + compare function into 1 field to avoid duplicate shaders
+			// enable == off means a CompareFunction of Always
+			BitField<0, 3, CompareFunction> alphaTestFunction;
+		};
+	};
+
+	struct TextureConfig {
+		u32 texUnitConfig;
+		u32 texEnvUpdateBuffer;
+
+		// TODO: This should probably be a uniform
+		u32 texEnvBufferColor;
+
+		// There's 6 TEV stages, and each one is configured via 5 word-sized registers
+		std::array<u32, 5 * 6> tevConfigs;
+	};
+
+	struct FragmentConfig {
+		OutputConfig outConfig;
+		TextureConfig texConfig;
+
+		bool operator==(const FragmentConfig& config) const {
+			// Hash function and equality operator required by std::unordered_map
+			return std::memcmp(this, &config, sizeof(FragmentConfig)) == 0;
+		}
+	};
+
+	static_assert(
+		std::has_unique_object_representations<OutputConfig>() && std::has_unique_object_representations<TextureConfig>() &&
+		std::has_unique_object_representations<FragmentConfig>()
+	);
+}  // namespace PICA
+
+// Override std::hash for our fragment config class
+template <>
+struct std::hash<PICA::FragmentConfig> {
+	std::size_t operator()(const PICA::FragmentConfig& config) const noexcept { return PICAHash::computeHash((const char*)&config, sizeof(config)); }
+};
\ No newline at end of file
diff --git a/include/PICA/regs.hpp b/include/PICA/regs.hpp
index 5b9e1830..74f8c7d5 100644
--- a/include/PICA/regs.hpp
+++ b/include/PICA/regs.hpp
@@ -345,6 +345,17 @@ namespace PICA {
 		GeometryPrimitive = 3,
 	};
 
+	enum class CompareFunction : u32 {
+		Never = 0,
+		Always = 1,
+		Equal = 2,
+		NotEqual = 3,
+		Less = 4,
+		LessOrEqual = 5,
+		Greater = 6,
+		GreaterOrEqual = 7,
+	};
+
 	struct TexEnvConfig {
 		enum class Source : u8 {
 			PrimaryColor = 0x0,
diff --git a/include/PICA/shader_gen.hpp b/include/PICA/shader_gen.hpp
index 23a87120..e8e8ca20 100644
--- a/include/PICA/shader_gen.hpp
+++ b/include/PICA/shader_gen.hpp
@@ -24,6 +24,8 @@ namespace PICA::ShaderGen {
 		void getColorOperation(std::string& shader, PICA::TexEnvConfig::Operation op);
 		void getAlphaOperation(std::string& shader, PICA::TexEnvConfig::Operation op);
 
+		void applyAlphaTest(std::string& shader, const PICARegs& regs);
+
 		u32 textureConfig = 0;
 
 	  public:
diff --git a/include/renderer_gl/renderer_gl.hpp b/include/renderer_gl/renderer_gl.hpp
index e8eaeacb..53ca9975 100644
--- a/include/renderer_gl/renderer_gl.hpp
+++ b/include/renderer_gl/renderer_gl.hpp
@@ -7,6 +7,7 @@
 #include <unordered_map>
 
 #include "PICA/float_types.hpp"
+#include "PICA/pica_frag_config.hpp"
 #include "PICA/pica_hash.hpp"
 #include "PICA/pica_vertex.hpp"
 #include "PICA/regs.hpp"
@@ -21,32 +22,6 @@
 // More circular dependencies!
 class GPU;
 
-namespace PICA {
-	struct FragmentConfig {
-		u32 texUnitConfig;
-		u32 texEnvUpdateBuffer;
-
-		// TODO: This should probably be a uniform
-		u32 texEnvBufferColor;
-
-		// There's 6 TEV stages, and each one is configured via 5 word-sized registers
-		std::array<u32, 5 * 6> tevConfigs;
-
-		// Hash function and equality operator required by std::unordered_map
-		bool operator==(const FragmentConfig& config) const {
-			return std::memcmp(this, &config, sizeof(FragmentConfig)) == 0;
-		}
-	};
-}  // namespace PICA
-
-// Override std::hash for our fragment config class
-template <>
-struct std::hash<PICA::FragmentConfig> {
-	std::size_t operator()(const PICA::FragmentConfig& config) const noexcept {
-		return PICAHash::computeHash((const char*)&config, sizeof(config));
-	}
-};
-
 class RendererGL final : public Renderer {
 	GLStateManager gl = {};
 
diff --git a/src/core/PICA/shader_gen_glsl.cpp b/src/core/PICA/shader_gen_glsl.cpp
index c3056815..50be94f0 100644
--- a/src/core/PICA/shader_gen_glsl.cpp
+++ b/src/core/PICA/shader_gen_glsl.cpp
@@ -144,6 +144,8 @@ std::string FragmentGenerator::generate(const PICARegs& regs) {
 		compileTEV(ret, i, regs);
 	}
 
+	applyAlphaTest(ret, regs);
+
 	ret += "fragColor = combinerOutput;\n";
 	ret += "}"; // End of main function
 	ret += "\n\n\n\n\n\n\n\n\n\n\n\n\n";
@@ -353,3 +355,25 @@ void FragmentGenerator::getAlphaOperation(std::string& shader, TexEnvConfig::Ope
 			break;
 	}
 }
+
+void FragmentGenerator::applyAlphaTest(std::string& shader, const PICARegs& regs) {
+	const u32 alphaConfig = regs[InternalRegs::AlphaTestConfig];
+	// Alpha test disabled
+	if (Helpers::getBit<0>(alphaConfig) == 0) {
+		return;
+	}
+
+	const auto function = static_cast<CompareFunction>(Helpers::getBits<4, 3>(alphaConfig));
+
+	shader += "if (";
+	switch (function) {
+		case CompareFunction::Never: shader += "true"; break;
+		case CompareFunction::Always: shader += "false"; break;
+		default:
+			Helpers::warn("Unimplemented alpha test function");
+			shader += "false";
+			break;
+	}
+
+	shader += ") { discard; }\n";
+}
diff --git a/src/core/renderer_gl/renderer_gl.cpp b/src/core/renderer_gl/renderer_gl.cpp
index 5d3ed1b1..cfd197f8 100644
--- a/src/core/renderer_gl/renderer_gl.cpp
+++ b/src/core/renderer_gl/renderer_gl.cpp
@@ -796,22 +796,27 @@ std::optional<ColourBuffer> RendererGL::getColourBuffer(u32 addr, PICA::ColorFmt
 
 OpenGL::Program& RendererGL::getSpecializedShader() {
 	PICA::FragmentConfig fsConfig;
-	fsConfig.texUnitConfig = regs[InternalRegs::TexUnitCfg];
-	fsConfig.texEnvUpdateBuffer = regs[InternalRegs::TexEnvUpdateBuffer];
-	fsConfig.texEnvBufferColor = regs[InternalRegs::TexEnvBufferColor];
+	auto& outConfig = fsConfig.outConfig;
+	auto& texConfig = fsConfig.texConfig;
+
+	auto alphaTestConfig = regs[InternalRegs::AlphaTestConfig];
+	auto alphaTestFunction = Helpers::getBits<4, 3>(alphaTestConfig);
+	outConfig.alphaTestFunction = (alphaTestConfig & 1) ? static_cast<PICA::CompareFunction>(alphaTestFunction) : PICA::CompareFunction::Always;
+
+	texConfig.texUnitConfig = regs[InternalRegs::TexUnitCfg];
+	texConfig.texEnvUpdateBuffer = regs[InternalRegs::TexEnvUpdateBuffer];
+	texConfig.texEnvBufferColor = 0;
 
 	// Set up TEV stages
-	std::memcpy(&fsConfig.tevConfigs[0 * 5], &regs[InternalRegs::TexEnv0Source], 5 * sizeof(u32));
-	std::memcpy(&fsConfig.tevConfigs[1 * 5], &regs[InternalRegs::TexEnv1Source], 5 * sizeof(u32));
-	std::memcpy(&fsConfig.tevConfigs[2 * 5], &regs[InternalRegs::TexEnv2Source], 5 * sizeof(u32));
-	std::memcpy(&fsConfig.tevConfigs[3 * 5], &regs[InternalRegs::TexEnv3Source], 5 * sizeof(u32));
-	std::memcpy(&fsConfig.tevConfigs[4 * 5], &regs[InternalRegs::TexEnv4Source], 5 * sizeof(u32));
-	std::memcpy(&fsConfig.tevConfigs[5 * 5], &regs[InternalRegs::TexEnv5Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[0 * 5], &regs[InternalRegs::TexEnv0Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[1 * 5], &regs[InternalRegs::TexEnv1Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[2 * 5], &regs[InternalRegs::TexEnv2Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[3 * 5], &regs[InternalRegs::TexEnv3Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[4 * 5], &regs[InternalRegs::TexEnv4Source], 5 * sizeof(u32));
+	std::memcpy(&texConfig.tevConfigs[5 * 5], &regs[InternalRegs::TexEnv5Source], 5 * sizeof(u32));
 
 	OpenGL::Program& program = shaderCache[fsConfig];
 	if (!program.exists()) {
-		printf("Creating specialized shader\n");
-
 		std::string vs = fragShaderGen.getVertexShader(regs);
 		std::string fs = fragShaderGen.generate(regs);
 		std::cout << vs << "\n\n" << fs << "\n";