diff --git a/lib/lrama/lexer.rb b/lib/lrama/lexer.rb
index d9b53810b..4a5a8dabd 100644
--- a/lib/lrama/lexer.rb
+++ b/lib/lrama/lexer.rb
@@ -62,6 +62,8 @@ class Lexer
       %categories
       %start
     ).freeze #: Array[String]
+    SYMBOL_PATTERN = Regexp.new(SYMBOLS.join('|')) #: Regexp
+    PERCENT_TOKEN_PATTERN = Regexp.new(PERCENT_TOKENS.join('|')) #: Regexp
 
     # @rbs (GrammarFile grammar_file) -> void
     def initialize(grammar_file)
@@ -119,9 +121,9 @@ def lex_token
       case
       when @scanner.eos?
         return
-      when @scanner.scan(/#{SYMBOLS.join('|')}/)
+      when @scanner.scan(SYMBOL_PATTERN)
         return [@scanner.matched, Lrama::Lexer::Token::Token.new(s_value: @scanner.matched, location: location)]
-      when @scanner.scan(/#{PERCENT_TOKENS.join('|')}/)
+      when @scanner.scan(PERCENT_TOKEN_PATTERN)
         return [@scanner.matched, Lrama::Lexer::Token::Token.new(s_value: @scanner.matched, location: location)]
       when @scanner.scan(/[\?\+\*]/)
         return [@scanner.matched, Lrama::Lexer::Token::Token.new(s_value: @scanner.matched, location: location)]
@@ -153,6 +155,11 @@ def lex_token
     def lex_c_code
       nested = 0
       code = +''
+      end_symbol = @end_symbol
+      raise "end_symbol is not set" unless end_symbol
+
+      end_symbol_pattern = Regexp.new(end_symbol)
+      escaped_end_symbol_pattern = Regexp.new(Regexp.escape(end_symbol))
       reset_first_position
 
       until @scanner.eos? do
@@ -161,14 +168,14 @@ def lex_c_code
           code << @scanner.matched
           nested += 1
         when @scanner.scan(/}/)
-          if nested == 0 && @end_symbol == '}'
+          if nested == 0 && end_symbol == '}'
             @scanner.unscan
             return [:C_DECLARATION, Lrama::Lexer::Token::UserCode.new(s_value: code, location: location)]
           else
             code << @scanner.matched
             nested -= 1
           end
-        when @scanner.check(/#{@end_symbol}/)
+        when @scanner.check(end_symbol_pattern)
           return [:C_DECLARATION, Lrama::Lexer::Token::UserCode.new(s_value: code, location: location)]
         when @scanner.scan(/\n/)
           code << @scanner.matched
@@ -180,14 +187,14 @@ def lex_c_code
           code << %Q(#{@scanner.matched})
         when @scanner.scan(/[^\"'\{\}\n]+/)
           code << @scanner.matched
-        when @scanner.scan(/#{Regexp.escape(@end_symbol)}/) # steep:ignore
+        when @scanner.scan(escaped_end_symbol_pattern)
           code << @scanner.matched
         else
           code << @scanner.getch
         end
       end
 
-      if @end_symbol == '\Z'
+      if end_symbol == '\Z'
         return [:C_DECLARATION, Lrama::Lexer::Token::UserCode.new(s_value: code, location: location)]
       end
 
diff --git a/lib/lrama/state.rb b/lib/lrama/state.rb
index 50912e094..56ac827e5 100644
--- a/lib/lrama/state.rb
+++ b/lib/lrama/state.rb
@@ -31,6 +31,7 @@ class State
     #   @nterm_transitions: Array[Action::Goto]
     #   @term_transitions: Array[Action::Shift]
     #   @transitions: Array[transition]
+    #   @transitions_by_symbol_number: Hash[Integer, transition]
     #   @internal_dependencies: Hash[Action::Goto, Array[Action::Goto]]
     #   @successor_dependencies: Hash[Action::Goto, Array[Action::Goto]]
 
@@ -177,6 +178,17 @@ def transitions
       end
     end
 
+    # @rbs () -> Hash[Integer, transition]
+    def transitions_by_symbol_number
+      @transitions_by_symbol_number ||= begin
+        h = {}
+        transitions.each do |transition|
+          h[transition.next_sym.number] = transition
+        end
+        h
+      end
+    end
+
     # @rbs (transition transition, State next_state) -> void
     def update_transition(transition, next_state)
       set_items_to_state(transition.to_items, next_state)
@@ -197,6 +209,7 @@ def update_transitions_caches(transition)
       @transitions << new_transition
       @nterm_transitions = nil
       @term_transitions = nil
+      @transitions_by_symbol_number = nil
 
       @follow_kernel_items[new_transition] = @follow_kernel_items.delete(transition)
       @always_follows[new_transition] = @always_follows.delete(transition)
@@ -213,13 +226,7 @@ def selected_term_transitions
     #
     # @rbs (Grammar::Symbol sym) -> State
     def transition(sym)
-      result = nil
-
-      if sym.term?
-        result = term_transitions.find {|shift| shift.next_sym == sym }.to_state
-      else
-        result = nterm_transitions.find {|goto| goto.next_sym == sym }.to_state
-      end
+      result = transitions_by_symbol_number[sym.number]&.to_state
 
       raise "Can not transit by #{sym} #{self}" if result.nil?
 
diff --git a/lib/lrama/states.rb b/lib/lrama/states.rb
index ddce627df..31217834e 100644
--- a/lib/lrama/states.rb
+++ b/lib/lrama/states.rb
@@ -467,12 +467,19 @@ def compute_follow_sets
 
     # @rbs () -> void
     def compute_la
+      rules_by_id = {}
+      rules.each do |rule|
+        rules_by_id[rule.id] = rule
+      end
+
       @states.each do |state|
         lookback_relation_on_state = @lookback_relation[state.id]
         next unless lookback_relation_on_state
-        rules.each do |rule|
-          ary = lookback_relation_on_state[rule.id]
-          next unless ary
+
+        needs_look_ahead = !(state.reduces.count == 1 && state.term_transitions.count == 0)
+
+        lookback_relation_on_state.each do |rule_id, ary|
+          look_ahead = 0
 
           ary.each do |goto|
             # q = state, A -> ω = rule, p = state2, A = nterm
@@ -480,18 +487,21 @@ def compute_la
 
             next if follows == 0
 
-            @la[state.id] ||= {}
-            @la[state.id][rule.id] ||= 0
-            look_ahead = @la[state.id][rule.id] | follows
-            @la[state.id][rule.id] |= look_ahead
+            look_ahead |= follows
+          end
 
-            # No risk of conflict when
-            # * the state only has single reduce
-            # * the state only has nterm_transitions (GOTO)
-            next if state.reduces.count == 1 && state.term_transitions.count == 0
+          next if look_ahead == 0
 
-            state.set_look_ahead(rule, bitmap_to_terms(look_ahead))
-          end
+          @la[state.id] ||= {}
+          @la[state.id][rule_id] ||= 0
+          @la[state.id][rule_id] |= look_ahead
+
+          # No risk of conflict when
+          # * the state only has single reduce
+          # * the state only has nterm_transitions (GOTO)
+          next unless needs_look_ahead
+
+          state.set_look_ahead(rules_by_id[rule_id], bitmap_to_terms(@la[state.id][rule_id]))
         end
       end
     end
diff --git a/sig/generated/lrama/lexer.rbs b/sig/generated/lrama/lexer.rbs
index 232026125..c3d3ad9ed 100644
--- a/sig/generated/lrama/lexer.rbs
+++ b/sig/generated/lrama/lexer.rbs
@@ -22,6 +22,10 @@ module Lrama
 
     PERCENT_TOKENS: Array[String]
 
+    SYMBOL_PATTERN: Regexp
+
+    PERCENT_TOKEN_PATTERN: Regexp
+
     # @rbs (GrammarFile grammar_file) -> void
     def initialize: (GrammarFile grammar_file) -> void
 
diff --git a/sig/generated/lrama/state.rbs b/sig/generated/lrama/state.rbs
index 8f585c332..42e65ae32 100644
--- a/sig/generated/lrama/state.rbs
+++ b/sig/generated/lrama/state.rbs
@@ -32,6 +32,8 @@ module Lrama
 
     @transitions: Array[transition]
 
+    @transitions_by_symbol_number: Hash[Integer, transition]
+
     @internal_dependencies: Hash[Action::Goto, Array[Action::Goto]]
 
     @successor_dependencies: Hash[Action::Goto, Array[Action::Goto]]
@@ -112,6 +114,9 @@ module Lrama
     # @rbs () -> Array[transition]
     def transitions: () -> Array[transition]
 
+    # @rbs () -> Hash[Integer, transition]
+    def transitions_by_symbol_number: () -> Hash[Integer, transition]
+
     # @rbs (transition transition, State next_state) -> void
     def update_transition: (transition transition, State next_state) -> void