diff --git a/tools/isledecomp/isledecomp/compare/asm/parse.py b/tools/isledecomp/isledecomp/compare/asm/parse.py
index ee9c9154..ef1ad2c2 100644
--- a/tools/isledecomp/isledecomp/compare/asm/parse.py
+++ b/tools/isledecomp/isledecomp/compare/asm/parse.py
@@ -13,7 +13,7 @@
 
 disassembler = Cs(CS_ARCH_X86, CS_MODE_32)
 
-ptr_replace_regex = re.compile(r"ptr \[(0x[0-9a-fA-F]+)\]")
+ptr_replace_regex = re.compile(r"(?P<data_size>\w+) ptr \[(?P<addr>0x[0-9a-fA-F]+)\]")
 
 DisasmLiteInst = namedtuple("DisasmLiteInst", "address, size, mnemonic, op_str")
 
@@ -27,14 +27,20 @@ def from_hex(string: str) -> Optional[int]:
     return None
 
 
+def get_float_size(size_str: str) -> int:
+    return 8 if size_str == "qword" else 4
+
+
 class ParseAsm:
     def __init__(
         self,
         relocate_lookup: Optional[Callable[[int], bool]] = None,
         name_lookup: Optional[Callable[[int], str]] = None,
+        float_lookup: Optional[Callable[[int, int], Optional[str]]] = None,
     ) -> None:
         self.relocate_lookup = relocate_lookup
         self.name_lookup = name_lookup
+        self.float_lookup = float_lookup
         self.replacements = {}
         self.number_placeholders = True
 
@@ -47,6 +53,14 @@ def is_relocated(self, addr: int) -> bool:
 
         return False
 
+    def float_replace(self, addr: int, data_size: int) -> Optional[str]:
+        if callable(self.float_lookup):
+            float_str = self.float_lookup(addr, data_size)
+            if float_str is not None:
+                return f"{float_str} (FLOAT)"
+
+        return None
+
     def lookup(self, addr: int) -> Optional[str]:
         """Return a replacement name for this address if we find one."""
         if (cached := self.replacements.get(addr, None)) is not None:
@@ -108,18 +122,45 @@ def sanitize(self, inst: DisasmLiteInst) -> Tuple[str, str]:
 
         def filter_out_ptr(match):
             """Helper for re.sub, see below"""
-            offset = from_hex(match.group(1))
+            offset = from_hex(match.group("addr"))
 
             if offset is not None:
                 # We assume this is always an address to replace
                 placeholder = self.replace(offset)
-                return f"ptr [{placeholder}]"
+                return f'{match.group("data_size")} ptr [{placeholder}]'
 
             # Strict regex should ensure we can read the hex number.
             # But just in case: return the string with no changes
             return match.group(0)
 
-        op_str = ptr_replace_regex.sub(filter_out_ptr, inst.op_str)
+        def float_ptr_replace(match):
+            offset = from_hex(match.group("addr"))
+
+            if offset is not None:
+                # If we can find a variable name for this pointer, use it.
+                placeholder = self.lookup(offset)
+
+                # Read what's under the pointer and show the decimal value.
+                if placeholder is None:
+                    placeholder = self.float_replace(
+                        offset, get_float_size(match.group("data_size"))
+                    )
+
+                # If we can't read the float, use a regular placeholder.
+                if placeholder is None:
+                    placeholder = self.replace(offset)
+
+                return f'{match.group("data_size")} ptr [{placeholder}]'
+
+            # Strict regex should ensure we can read the hex number.
+            # But just in case: return the string with no changes
+            return match.group(0)
+
+        if inst.mnemonic.startswith("f"):
+            # If floating point instruction
+            op_str = ptr_replace_regex.sub(float_ptr_replace, inst.op_str)
+        else:
+            op_str = ptr_replace_regex.sub(filter_out_ptr, inst.op_str)
 
         # Performance hack:
         # Skip this step if there is nothing left to consider replacing.
diff --git a/tools/isledecomp/isledecomp/compare/core.py b/tools/isledecomp/isledecomp/compare/core.py
index 58f99d32..84f9131f 100644
--- a/tools/isledecomp/isledecomp/compare/core.py
+++ b/tools/isledecomp/isledecomp/compare/core.py
@@ -3,7 +3,8 @@
 import difflib
 import struct
 from dataclasses import dataclass
-from typing import Iterable, List, Optional
+from typing import Callable, Iterable, List, Optional
+from isledecomp.bin import Bin as IsleBin
 from isledecomp.cvdump.demangler import demangle_string_const
 from isledecomp.cvdump import Cvdump, CvdumpAnalysis
 from isledecomp.parser import DecompCodebase
@@ -36,9 +37,39 @@ def __str__(self) -> str:
         return f"{self.name} (0x{self.orig_addr:x}) {self.ratio*100:.02f}%{'*' if self.is_effective_match else ''}"
 
 
+def create_reloc_lookup(bin_file: IsleBin) -> Callable[[int], bool]:
+    """Function generator for relocation table lookup"""
+
+    def lookup(addr: int) -> bool:
+        return addr > bin_file.imagebase and bin_file.is_relocated_addr(addr)
+
+    return lookup
+
+
+def create_float_lookup(bin_file: IsleBin) -> Callable[[int, int], Optional[str]]:
+    """Function generator for floating point lookup"""
+
+    def lookup(addr: int, size: int) -> Optional[str]:
+        data = bin_file.read(addr, size)
+        # If this is a float constant, it should be initialized data.
+        if data is None:
+            return None
+
+        struct_str = "<f" if size == 4 else "<d"
+        try:
+            (float_value,) = struct.unpack(struct_str, data)
+            return str(float_value)
+        except struct.error:
+            return None
+
+    return lookup
+
+
 class Compare:
     # pylint: disable=too-many-instance-attributes
-    def __init__(self, orig_bin, recomp_bin, pdb_file, code_dir):
+    def __init__(
+        self, orig_bin: IsleBin, recomp_bin: IsleBin, pdb_file: str, code_dir: str
+    ):
         self.orig_bin = orig_bin
         self.recomp_bin = recomp_bin
         self.pdb_file = pdb_file
@@ -229,17 +260,6 @@ def _compare_function(self, match: MatchInfo) -> DiffReport:
         orig_raw = self.orig_bin.read(match.orig_addr, match.size)
         recomp_raw = self.recomp_bin.read(match.recomp_addr, match.size)
 
-        def orig_should_replace(addr: int) -> bool:
-            return addr > self.orig_bin.imagebase and self.orig_bin.is_relocated_addr(
-                addr
-            )
-
-        def recomp_should_replace(addr: int) -> bool:
-            return (
-                addr > self.recomp_bin.imagebase
-                and self.recomp_bin.is_relocated_addr(addr)
-            )
-
         def orig_lookup(addr: int) -> Optional[str]:
             m = self._db.get_by_orig(addr)
             if m is None:
@@ -254,11 +274,21 @@ def recomp_lookup(addr: int) -> Optional[str]:
 
             return m.match_name()
 
+        orig_should_replace = create_reloc_lookup(self.orig_bin)
+        recomp_should_replace = create_reloc_lookup(self.recomp_bin)
+
+        orig_float = create_float_lookup(self.orig_bin)
+        recomp_float = create_float_lookup(self.recomp_bin)
+
         orig_parse = ParseAsm(
-            relocate_lookup=orig_should_replace, name_lookup=orig_lookup
+            relocate_lookup=orig_should_replace,
+            name_lookup=orig_lookup,
+            float_lookup=orig_float,
         )
         recomp_parse = ParseAsm(
-            relocate_lookup=recomp_should_replace, name_lookup=recomp_lookup
+            relocate_lookup=recomp_should_replace,
+            name_lookup=recomp_lookup,
+            float_lookup=recomp_float,
         )
 
         orig_asm = orig_parse.parse_asm(orig_raw, match.orig_addr)
diff --git a/tools/isledecomp/tests/test_sanitize.py b/tools/isledecomp/tests/test_sanitize.py
index 67d95b4f..be0da30f 100644
--- a/tools/isledecomp/tests/test_sanitize.py
+++ b/tools/isledecomp/tests/test_sanitize.py
@@ -177,3 +177,37 @@ def substitute_1234(addr: int) -> Optional[str]:
     inst = DisasmLiteInst(0x1000, 2, "jmp", "0x6557")
     (_, op_str) = p.sanitize(inst)
     assert op_str == "0x5555"
+
+
+def test_float_replacement():
+    """Floating point constants often appear as pointers to data.
+    A good example is ViewROI::IntrinsicImportance and the subclass override
+    LegoROI::IntrinsicImportance. Both return 0.5, but this is done via the
+    FLD instruction and a dword value at 0x100dbdec. In this case it is more
+    valuable to just read the constant value rather than use a placeholder.
+    The float constants don't appear to be deduplicated (like strings are)
+    because there is another 0.5 at 0x100d40b0."""
+
+    def substitute_float(addr: int, _: int) -> str:
+        return "zero-point-five" if addr == 0x1234 else None
+
+    p = ParseAsm(float_lookup=substitute_float)
+    inst = DisasmLiteInst(0x1000, 6, "fld", "dword ptr [0x1234]")
+    (_, op_str) = p.sanitize(inst)
+    assert op_str == "dword ptr [zero-point-five (FLOAT)]"
+
+
+def test_float_variable():
+    """If there is a variable at the address referenced by a float instruction,
+    use the name instead of calling into the float replacement handler."""
+
+    def name_lookup(addr: int) -> Optional[str]:
+        return "g_myFloatVariable" if addr == 0x1234 else None
+
+    def substitute_float(_: int, __: int) -> str:
+        return ""
+
+    p = ParseAsm(name_lookup=name_lookup, float_lookup=substitute_float)
+    inst = DisasmLiteInst(0x1000, 6, "fld", "dword ptr [0x1234]")
+    (_, op_str) = p.sanitize(inst)
+    assert op_str == "dword ptr [g_myFloatVariable]"