diff --git a/crates/fidc-core/src/platform_expr_strategy.rs b/crates/fidc-core/src/platform_expr_strategy.rs
index e6d635d..ea4c6d1 100644
--- a/crates/fidc-core/src/platform_expr_strategy.rs
+++ b/crates/fidc-core/src/platform_expr_strategy.rs
@@ -1,5 +1,6 @@
 use std::cell::RefCell;
 use std::collections::{BTreeMap, BTreeSet, HashMap};
+use std::sync::Arc;
 
 use chrono::{Datelike, Duration, NaiveDate, NaiveDateTime, NaiveTime};
 use rhai::{AST, Dynamic, Engine, Map, Scope};
@@ -835,6 +836,11 @@ impl<'a> SelectiveExpressionScope<'a> {
     }
 }
 
+struct ExpressionEvalPlan {
+    normalized: String,
+    identifiers: BTreeSet<String>,
+}
+
 pub struct PlatformExprStrategy {
     config: PlatformExprStrategyConfig,
     engine: Engine,
@@ -857,6 +863,7 @@ pub struct PlatformExprStrategy {
     /// 命中计数与未命中计数，便于在 unit test 中验证缓存生效；非生产指标。
     cache_hits: RefCell<u64>,
     cache_misses: RefCell<u64>,
+    expression_plan_cache: RefCell<HashMap<String, Arc<ExpressionEvalPlan>>>,
     normalized_prelude: String,
     prelude_identifier_candidates: BTreeSet<String>,
     prelude_declared_identifiers: BTreeSet<String>,
@@ -1177,6 +1184,7 @@ impl PlatformExprStrategy {
             compiled_cache: RefCell::new(HashMap::new()),
             cache_hits: RefCell::new(0),
             cache_misses: RefCell::new(0),
+            expression_plan_cache: RefCell::new(HashMap::new()),
             normalized_prelude,
             prelude_identifier_candidates,
             prelude_declared_identifiers,
@@ -4453,8 +4461,9 @@ impl PlatformExprStrategy {
         stock: Option<&StockExpressionState>,
         position: Option<&PositionExpressionState>,
     ) -> Result<Dynamic, BacktestError> {
-        let normalized_expr = Self::normalize_expr(expr);
-        let normalized_identifiers = Self::extract_identifier_candidates(&normalized_expr);
+        let expression_plan = self.expression_eval_plan(expr);
+        let normalized_expr = expression_plan.normalized.as_str();
+        let normalized_identifiers = &expression_plan.identifiers;
         let prelude_identifiers = &self.prelude_identifier_candidates;
         let include_day_factors = normalized_identifiers.contains("day_factors")
             || normalized_identifiers.contains("day_factor")
@@ -4481,27 +4490,30 @@ impl PlatformExprStrategy {
         let expanded_expr =
             self.expand_runtime_helpers(ctx, day, stock, &normalized_expr, &mut scope)?;
         if let Some(item) = stock {
-            let mut expanded_identifiers = Self::extract_identifier_candidates(&expanded_prelude);
-            expanded_identifiers.extend(Self::extract_identifier_candidates(&expanded_expr));
-            for identifier in expanded_identifiers {
+            let factor_identifiers = normalized_identifiers.iter().chain(
+                prelude_identifiers
+                    .iter()
+                    .filter(|identifier| !normalized_identifiers.contains(*identifier)),
+            );
+            for identifier in factor_identifiers {
                 if Self::is_reserved_scope_name(identifier.as_str())
-                    || self.prelude_declared_identifiers.contains(&identifier)
-                    || (!self.stock_extra_factor_identifiers.contains(&identifier)
-                        && !item.extra_factors.contains_key(&identifier)
-                        && !day.available_factor_names.contains(&identifier)
-                        && !day.available_text_factor_names.contains(&identifier))
+                    || self.prelude_declared_identifiers.contains(identifier)
+                    || (!self.stock_extra_factor_identifiers.contains(identifier)
+                        && !item.extra_factors.contains_key(identifier)
+                        && !day.available_factor_names.contains(identifier)
+                        && !day.available_text_factor_names.contains(identifier))
                 {
                     continue;
                 }
-                if let Some(value) = item.extra_text_factors.get(&identifier) {
-                    scope.push_dynamic(identifier, Dynamic::from(value.clone()));
+                if let Some(value) = item.extra_text_factors.get(identifier) {
+                    scope.push_dynamic(identifier.clone(), Dynamic::from(value.clone()));
                 } else {
                     let value = item
                         .extra_factors
-                        .get(&identifier)
+                        .get(identifier)
                         .copied()
                         .unwrap_or(f64::NAN);
-                    scope.push_dynamic(identifier, Dynamic::from(value));
+                    scope.push_dynamic(identifier.clone(), Dynamic::from(value));
                 }
             }
         }
@@ -4514,6 +4526,21 @@ impl PlatformExprStrategy {
         self.eval_with_cache(&mut scope, &script)
     }
 
+    fn expression_eval_plan(&self, expr: &str) -> Arc<ExpressionEvalPlan> {
+        if let Some(plan) = self.expression_plan_cache.borrow().get(expr).cloned() {
+            return plan;
+        }
+        let normalized = Self::normalize_expr(expr);
+        let plan = Arc::new(ExpressionEvalPlan {
+            identifiers: Self::extract_identifier_candidates(&normalized),
+            normalized,
+        });
+        self.expression_plan_cache
+            .borrow_mut()
+            .insert(expr.to_string(), Arc::clone(&plan));
+        plan
+    }
+
     fn normalize_expr(expr: &str) -> String {
         let expr = Self::normalize_runtime_field_aliases(expr.trim());
         let expr = Self::normalize_python_numeric_division(&expr);