diff --git a/crates/ruff_linter/resources/test/fixtures/refurb/FURB164.py b/crates/ruff_linter/resources/test/fixtures/refurb/FURB164.py
index 745c1bf904..9a03919ca9 100644
--- a/crates/ruff_linter/resources/test/fixtures/refurb/FURB164.py
+++ b/crates/ruff_linter/resources/test/fixtures/refurb/FURB164.py
@@ -55,3 +55,12 @@ _ = Decimal(0.1)
 _ = Decimal(-0.5)
 _ = Decimal(5.0)
 _ = decimal.Decimal(4.2)
+
+# Cases with int and bool - should produce safe fixes
+_ = Decimal.from_float(1)
+_ = Decimal.from_float(True)
+
+# Cases with non-finite floats - should produce safe fixes
+_ = Decimal.from_float(float("-nan"))
+_ = Decimal.from_float(float("\x2dnan"))
+_ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
diff --git a/crates/ruff_linter/src/rules/refurb/rules/unnecessary_from_float.rs b/crates/ruff_linter/src/rules/refurb/rules/unnecessary_from_float.rs
index fc2e525a01..03986fe1f3 100644
--- a/crates/ruff_linter/src/rules/refurb/rules/unnecessary_from_float.rs
+++ b/crates/ruff_linter/src/rules/refurb/rules/unnecessary_from_float.rs
@@ -180,18 +180,18 @@ fn is_valid_argument_type(
                     typing::is_float(binding, semantic),
                 )
             })
-            .unwrap_or_default()
+            .unwrap_or((false, false))
     } else {
         (false, false)
     };
 
     match (method_name, constructor) {
-        // Decimal.from_float accepts int, bool, float
+        // Decimal.from_float: Only int or bool are safe (float is unsafe due to FloatOperation trap)
         (MethodName::FromFloat, Constructor::Decimal) => match resolved_type {
             ResolvedPythonType::Atom(PythonType::Number(
-                NumberLike::Integer | NumberLike::Bool | NumberLike::Float,
+                NumberLike::Integer | NumberLike::Bool,
             )) => true,
-            ResolvedPythonType::Unknown => is_int || is_float,
+            ResolvedPythonType::Unknown => is_int,
             _ => false,
         },
         // Fraction.from_float accepts int, bool, float
@@ -286,10 +286,8 @@ fn handle_non_finite_float_special_case(
     let [float_arg] = arguments.args.as_ref() else {
         return None;
     };
-    as_non_finite_float_string_literal(float_arg)?;
-
-    let replacement_arg = checker.locator().slice(float_arg).to_string();
-    let replacement_text = format!("{constructor_name}({replacement_arg})");
+    let normalized = as_non_finite_float_string_literal(float_arg)?;
+    let replacement_text = format!(r#"{constructor_name}("{normalized}")"#);
     Some(Edit::range_replacement(replacement_text, call.range()))
 }
 
diff --git a/crates/ruff_linter/src/rules/refurb/snapshots/ruff_linter__rules__refurb__tests__FURB164_FURB164.py.snap b/crates/ruff_linter/src/rules/refurb/snapshots/ruff_linter__rules__refurb__tests__FURB164_FURB164.py.snap
index 13f94c45f9..c667687090 100644
--- a/crates/ruff_linter/src/rules/refurb/snapshots/ruff_linter__rules__refurb__tests__FURB164_FURB164.py.snap
+++ b/crates/ruff_linter/src/rules/refurb/snapshots/ruff_linter__rules__refurb__tests__FURB164_FURB164.py.snap
@@ -158,7 +158,7 @@ FURB164.py:13:27: FURB164 [*] Verbose method `from_float` in `Decimal` construct
    |
    = help: Replace with `Decimal` constructor
 
-ℹ Safe fix
+ℹ Unsafe fix
 10 10 | _ = fractions.Fraction.from_float(4.2)
 11 11 | _ = Fraction.from_decimal(Decimal("4.2"))
 12 12 | _ = Fraction.from_decimal(Decimal("-4.2"))
@@ -179,7 +179,7 @@ FURB164.py:14:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
    |
    = help: Replace with `Decimal` constructor
 
-ℹ Safe fix
+ℹ Unsafe fix
 11 11 | _ = Fraction.from_decimal(Decimal("4.2"))
 12 12 | _ = Fraction.from_decimal(Decimal("-4.2"))
 13 13 | _ = Fraction.from_decimal(Decimal.from_float(4.2))
@@ -200,7 +200,7 @@ FURB164.py:15:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
    |
    = help: Replace with `Decimal` constructor
 
-ℹ Safe fix
+ℹ Unsafe fix
 12 12 | _ = Fraction.from_decimal(Decimal("-4.2"))
 13 13 | _ = Fraction.from_decimal(Decimal.from_float(4.2))
 14 14 | _ = Decimal.from_float(0.1)
@@ -221,7 +221,7 @@ FURB164.py:16:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
    |
    = help: Replace with `Decimal` constructor
 
-ℹ Safe fix
+ℹ Unsafe fix
 13 13 | _ = Fraction.from_decimal(Decimal.from_float(4.2))
 14 14 | _ = Decimal.from_float(0.1)
 15 15 | _ = Decimal.from_float(-0.5)
@@ -242,7 +242,7 @@ FURB164.py:17:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
    |
    = help: Replace with `Decimal` constructor
 
-ℹ Safe fix
+ℹ Unsafe fix
 14 14 | _ = Decimal.from_float(0.1)
 15 15 | _ = Decimal.from_float(-0.5)
 16 16 | _ = Decimal.from_float(5.0)
@@ -310,7 +310,7 @@ FURB164.py:20:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 18 18 | _ = Decimal.from_float(float("inf"))
 19 19 | _ = Decimal.from_float(float("-inf"))
 20    |-_ = Decimal.from_float(float("Infinity"))
-   20 |+_ = Decimal("Infinity")
+   20 |+_ = Decimal("infinity")
 21 21 | _ = Decimal.from_float(float("-Infinity"))
 22 22 | _ = Decimal.from_float(float("nan"))
 23 23 | _ = Decimal.from_float(float("-NaN "))
@@ -331,7 +331,7 @@ FURB164.py:21:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 19 19 | _ = Decimal.from_float(float("-inf"))
 20 20 | _ = Decimal.from_float(float("Infinity"))
 21    |-_ = Decimal.from_float(float("-Infinity"))
-   21 |+_ = Decimal("-Infinity")
+   21 |+_ = Decimal("-infinity")
 22 22 | _ = Decimal.from_float(float("nan"))
 23 23 | _ = Decimal.from_float(float("-NaN "))
 24 24 | _ = Decimal.from_float(float(" \n+nan   \t"))
@@ -373,7 +373,7 @@ FURB164.py:23:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 21 21 | _ = Decimal.from_float(float("-Infinity"))
 22 22 | _ = Decimal.from_float(float("nan"))
 23    |-_ = Decimal.from_float(float("-NaN "))
-   23 |+_ = Decimal("-NaN ")
+   23 |+_ = Decimal("-nan")
 24 24 | _ = Decimal.from_float(float(" \n+nan   \t"))
 25 25 | _ = Decimal.from_float(float("  iNf \n\t "))
 26 26 | _ = Decimal.from_float(float("   -inF\n \t"))
@@ -394,7 +394,7 @@ FURB164.py:24:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 22 22 | _ = Decimal.from_float(float("nan"))
 23 23 | _ = Decimal.from_float(float("-NaN "))
 24    |-_ = Decimal.from_float(float(" \n+nan   \t"))
-   24 |+_ = Decimal(" \n+nan   \t")
+   24 |+_ = Decimal("+nan")
 25 25 | _ = Decimal.from_float(float("  iNf \n\t "))
 26 26 | _ = Decimal.from_float(float("   -inF\n \t"))
 27 27 | _ = Decimal.from_float(float("  InfinIty \n\t "))
@@ -415,7 +415,7 @@ FURB164.py:25:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 23 23 | _ = Decimal.from_float(float("-NaN "))
 24 24 | _ = Decimal.from_float(float(" \n+nan   \t"))
 25    |-_ = Decimal.from_float(float("  iNf \n\t "))
-   25 |+_ = Decimal("  iNf \n\t ")
+   25 |+_ = Decimal("inf")
 26 26 | _ = Decimal.from_float(float("   -inF\n \t"))
 27 27 | _ = Decimal.from_float(float("  InfinIty \n\t "))
 28 28 | _ = Decimal.from_float(float("   -InfinIty\n \t"))
@@ -436,7 +436,7 @@ FURB164.py:26:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 24 24 | _ = Decimal.from_float(float(" \n+nan   \t"))
 25 25 | _ = Decimal.from_float(float("  iNf \n\t "))
 26    |-_ = Decimal.from_float(float("   -inF\n \t"))
-   26 |+_ = Decimal("   -inF\n \t")
+   26 |+_ = Decimal("-inf")
 27 27 | _ = Decimal.from_float(float("  InfinIty \n\t "))
 28 28 | _ = Decimal.from_float(float("   -InfinIty\n \t"))
 29 29 | 
@@ -456,7 +456,7 @@ FURB164.py:27:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 25 25 | _ = Decimal.from_float(float("  iNf \n\t "))
 26 26 | _ = Decimal.from_float(float("   -inF\n \t"))
 27    |-_ = Decimal.from_float(float("  InfinIty \n\t "))
-   27 |+_ = Decimal("  InfinIty \n\t ")
+   27 |+_ = Decimal("infinity")
 28 28 | _ = Decimal.from_float(float("   -InfinIty\n \t"))
 29 29 | 
 30 30 | # Cases with keyword arguments - should produce unsafe fixes
@@ -477,7 +477,7 @@ FURB164.py:28:5: FURB164 [*] Verbose method `from_float` in `Decimal` constructi
 26 26 | _ = Decimal.from_float(float("   -inF\n \t"))
 27 27 | _ = Decimal.from_float(float("  InfinIty \n\t "))
 28    |-_ = Decimal.from_float(float("   -InfinIty\n \t"))
-   28 |+_ = Decimal("   -InfinIty\n \t")
+   28 |+_ = Decimal("-infinity")
 29 29 | 
 30 30 | # Cases with keyword arguments - should produce unsafe fixes
 31 31 | _ = Fraction.from_decimal(dec=Decimal("4.2"))
@@ -612,3 +612,96 @@ FURB164.py:45:5: FURB164 [*] Verbose method `from_float` in `Fraction` construct
 46 46 | 
 47 47 | # OK - should not trigger the rule
 48 48 | _ = Fraction(0.1)
+
+FURB164.py:60:5: FURB164 [*] Verbose method `from_float` in `Decimal` construction
+   |
+59 | # Cases with int and bool - should produce safe fixes
+60 | _ = Decimal.from_float(1)
+   |     ^^^^^^^^^^^^^^^^^^^^^ FURB164
+61 | _ = Decimal.from_float(True)
+   |
+   = help: Replace with `Decimal` constructor
+
+ℹ Safe fix
+57 57 | _ = decimal.Decimal(4.2)
+58 58 | 
+59 59 | # Cases with int and bool - should produce safe fixes
+60    |-_ = Decimal.from_float(1)
+   60 |+_ = Decimal(1)
+61 61 | _ = Decimal.from_float(True)
+62 62 | 
+63 63 | # Cases with non-finite floats - should produce safe fixes
+
+FURB164.py:61:5: FURB164 [*] Verbose method `from_float` in `Decimal` construction
+   |
+59 | # Cases with int and bool - should produce safe fixes
+60 | _ = Decimal.from_float(1)
+61 | _ = Decimal.from_float(True)
+   |     ^^^^^^^^^^^^^^^^^^^^^^^^ FURB164
+62 |
+63 | # Cases with non-finite floats - should produce safe fixes
+   |
+   = help: Replace with `Decimal` constructor
+
+ℹ Safe fix
+58 58 | 
+59 59 | # Cases with int and bool - should produce safe fixes
+60 60 | _ = Decimal.from_float(1)
+61    |-_ = Decimal.from_float(True)
+   61 |+_ = Decimal(True)
+62 62 | 
+63 63 | # Cases with non-finite floats - should produce safe fixes
+64 64 | _ = Decimal.from_float(float("-nan"))
+
+FURB164.py:64:5: FURB164 [*] Verbose method `from_float` in `Decimal` construction
+   |
+63 | # Cases with non-finite floats - should produce safe fixes
+64 | _ = Decimal.from_float(float("-nan"))
+   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ FURB164
+65 | _ = Decimal.from_float(float("\x2dnan"))
+66 | _ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+   |
+   = help: Replace with `Decimal` constructor
+
+ℹ Safe fix
+61 61 | _ = Decimal.from_float(True)
+62 62 | 
+63 63 | # Cases with non-finite floats - should produce safe fixes
+64    |-_ = Decimal.from_float(float("-nan"))
+   64 |+_ = Decimal("-nan")
+65 65 | _ = Decimal.from_float(float("\x2dnan"))
+66 66 | _ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+
+FURB164.py:65:5: FURB164 [*] Verbose method `from_float` in `Decimal` construction
+   |
+63 | # Cases with non-finite floats - should produce safe fixes
+64 | _ = Decimal.from_float(float("-nan"))
+65 | _ = Decimal.from_float(float("\x2dnan"))
+   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ FURB164
+66 | _ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+   |
+   = help: Replace with `Decimal` constructor
+
+ℹ Safe fix
+62 62 | 
+63 63 | # Cases with non-finite floats - should produce safe fixes
+64 64 | _ = Decimal.from_float(float("-nan"))
+65    |-_ = Decimal.from_float(float("\x2dnan"))
+   65 |+_ = Decimal("-nan")
+66 66 | _ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+
+FURB164.py:66:5: FURB164 [*] Verbose method `from_float` in `Decimal` construction
+   |
+64 | _ = Decimal.from_float(float("-nan"))
+65 | _ = Decimal.from_float(float("\x2dnan"))
+66 | _ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ FURB164
+   |
+   = help: Replace with `Decimal` constructor
+
+ℹ Safe fix
+63 63 | # Cases with non-finite floats - should produce safe fixes
+64 64 | _ = Decimal.from_float(float("-nan"))
+65 65 | _ = Decimal.from_float(float("\x2dnan"))
+66    |-_ = Decimal.from_float(float("\N{HYPHEN-MINUS}nan"))
+   66 |+_ = Decimal("-nan")