diff --git a/check_api/src/main/java/com/google/errorprone/dataflow/DataFlow.java b/check_api/src/main/java/com/google/errorprone/dataflow/DataFlow.java
index 7cd46c97187..cd89702173c 100644
--- a/check_api/src/main/java/com/google/errorprone/dataflow/DataFlow.java
+++ b/check_api/src/main/java/com/google/errorprone/dataflow/DataFlow.java
@@ -16,12 +16,11 @@
 
 package com.google.errorprone.dataflow;
 
+import com.github.benmanes.caffeine.cache.CacheLoader;
+import com.github.benmanes.caffeine.cache.Caffeine;
+import com.github.benmanes.caffeine.cache.LoadingCache;
 import com.google.auto.value.AutoValue;
 import com.google.common.base.Preconditions;
-import com.google.common.cache.CacheBuilder;
-import com.google.common.cache.CacheLoader;
-import com.google.common.cache.LoadingCache;
-import com.google.common.util.concurrent.UncheckedExecutionException;
 import com.sun.source.tree.BlockTree;
 import com.sun.source.tree.ClassTree;
 import com.sun.source.tree.CompilationUnitTree;
@@ -31,7 +30,6 @@
 import com.sun.source.tree.Tree;
 import com.sun.source.tree.VariableTree;
 import com.sun.source.util.TreePath;
-import com.sun.tools.javac.code.Symbol.CompletionFailure;
 import com.sun.tools.javac.processing.JavacProcessingEnvironment;
 import com.sun.tools.javac.util.Context;
 import javax.annotation.Nullable;
@@ -73,7 +71,7 @@ public interface Result<
    * TODO(b/158869538): Write a test that checks these assumptions
    */
   private static final LoadingCache<AnalysisParams, Analysis<?, ?, ?>> analysisCache =
-      CacheBuilder.newBuilder()
+      Caffeine.newBuilder()
           .build(
               new CacheLoader<AnalysisParams, Analysis<?, ?, ?>>() {
                 @Override
@@ -89,7 +87,7 @@ public interface Result<
               });
 
   private static final LoadingCache<CfgParams, ControlFlowGraph> cfgCache =
-      CacheBuilder.newBuilder()
+      Caffeine.newBuilder()
           .maximumSize(1)
           .build(
               new CacheLoader<CfgParams, ControlFlowGraph>() {
@@ -171,15 +169,10 @@ private static <T> TreePath findEnclosingMethodOrLambdaOrInitializer(TreePath pa
       Result<A, S, T> methodDataflow(TreePath methodPath, Context context, T transfer) {
     ProcessingEnvironment env = JavacProcessingEnvironment.instance(context);
 
-    ControlFlowGraph cfg;
-    try {
-      cfg = cfgCache.getUnchecked(CfgParams.create(methodPath, env));
-    } catch (UncheckedExecutionException e) {
-      throw e.getCause() instanceof CompletionFailure ? (CompletionFailure) e.getCause() : e;
-    }
+    ControlFlowGraph cfg = cfgCache.get(CfgParams.create(methodPath, env));
     AnalysisParams aparams = AnalysisParams.create(transfer, cfg, env);
     @SuppressWarnings("unchecked")
-    Analysis<A, S, T> analysis = (Analysis<A, S, T>) analysisCache.getUnchecked(aparams);
+    Analysis<A, S, T> analysis = (Analysis<A, S, T>) analysisCache.get(aparams);
 
     return new Result<A, S, T>() {
       @Override
diff --git a/check_api/src/main/java/com/google/errorprone/dataflow/nullnesspropagation/inference/NullnessQualifierInference.java b/check_api/src/main/java/com/google/errorprone/dataflow/nullnesspropagation/inference/NullnessQualifierInference.java
index 5131040944e..5c0ceb4fc18 100644
--- a/check_api/src/main/java/com/google/errorprone/dataflow/nullnesspropagation/inference/NullnessQualifierInference.java
+++ b/check_api/src/main/java/com/google/errorprone/dataflow/nullnesspropagation/inference/NullnessQualifierInference.java
@@ -18,16 +18,15 @@
 
 import static com.google.common.base.Preconditions.checkArgument;
 
+import com.github.benmanes.caffeine.cache.CacheLoader;
+import com.github.benmanes.caffeine.cache.Caffeine;
+import com.github.benmanes.caffeine.cache.LoadingCache;
 import com.google.auto.value.AutoValue;
-import com.google.common.cache.CacheBuilder;
-import com.google.common.cache.CacheLoader;
-import com.google.common.cache.LoadingCache;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.collect.Streams;
 import com.google.common.graph.GraphBuilder;
 import com.google.common.graph.MutableGraph;
-import com.google.common.util.concurrent.UncheckedExecutionException;
 import com.google.errorprone.dataflow.nullnesspropagation.Nullness;
 import com.google.errorprone.dataflow.nullnesspropagation.NullnessAnnotations;
 import com.sun.source.tree.ArrayAccessTree;
@@ -47,7 +46,6 @@
 import com.sun.source.tree.VariableTree;
 import com.sun.source.util.TreeScanner;
 import com.sun.tools.javac.code.Symbol;
-import com.sun.tools.javac.code.Symbol.CompletionFailure;
 import com.sun.tools.javac.code.Symbol.MethodSymbol;
 import com.sun.tools.javac.code.Symbol.TypeVariableSymbol;
 import com.sun.tools.javac.code.Symbol.VarSymbol;
@@ -78,7 +76,7 @@
 public class NullnessQualifierInference extends TreeScanner<Void, Void> {
 
   private static final LoadingCache<Tree, InferredNullability> inferenceCache =
-      CacheBuilder.newBuilder()
+      Caffeine.newBuilder()
           .maximumSize(1)
           .build(
               new CacheLoader<Tree, InferredNullability>() {
@@ -99,11 +97,7 @@ public static InferredNullability getInferredNullability(Tree methodOrInitialize
             || methodOrInitializerOrLambda instanceof VariableTree,
         "Tree `%s` is not a lambda, initializer, or method.",
         methodOrInitializerOrLambda);
-    try {
-      return inferenceCache.getUnchecked(methodOrInitializerOrLambda);
-    } catch (UncheckedExecutionException e) {
-      throw e.getCause() instanceof CompletionFailure ? (CompletionFailure) e.getCause() : e;
-    }
+    return inferenceCache.get(methodOrInitializerOrLambda);
   }
 
   /**