diff --git a/test/multiverse/suites/ruby_openai/openai_helpers.rb b/test/multiverse/suites/ruby_openai/openai_helpers.rb
index 75375168c4..8bd0e3643b 100644
--- a/test/multiverse/suites/ruby_openai/openai_helpers.rb
+++ b/test/multiverse/suites/ruby_openai/openai_helpers.rb
@@ -31,6 +31,19 @@ def error_response(return_value: false)
     end
   end
 
+  class EmbeddingsResponse
+    def body(return_value: false)
+      {'object' => 'list',
+       'data' => [{
+         'object' => 'embedding',
+         'index' => 0,
+         'embedding' => [0.002297497, 1, -0.016932933, 0.018126108, -0.014432343, -0.0030051514] # A real embeddings response includes dozens more vector points.
+       }],
+       'model' => 'text-embedding-ada-002',
+       'usage' => {'prompt_tokens' => 8, 'total_tokens' => 8}}
+    end
+  end
+
   def client
     @client ||= OpenAI::Client.new(access_token: 'FAKE_ACCESS_TOKEN')
   end
@@ -181,4 +194,16 @@ def stub_error_post_request(&blk)
       end
     end
   end
+
+  def stub_embeddings_post_request(&blk)
+    if Gem::Version.new(::OpenAI::VERSION) <= Gem::Version.new('3.4.0')
+      HTTParty.stub(:post, EmbeddingsResponse.new.body(return_value: true)) do
+        yield
+      end
+    else
+      connection_client.stub(:conn, faraday_connection) do
+        yield
+      end
+    end
+  end
 end
diff --git a/test/multiverse/suites/ruby_openai/ruby_openai_instrumentation_test.rb b/test/multiverse/suites/ruby_openai/ruby_openai_instrumentation_test.rb
index 5dec72f4a0..0dff89aaf9 100644
--- a/test/multiverse/suites/ruby_openai/ruby_openai_instrumentation_test.rb
+++ b/test/multiverse/suites/ruby_openai/ruby_openai_instrumentation_test.rb
@@ -183,7 +183,7 @@ def test_conversation_id_added_to_message_events
 
   def test_openai_embedding_segment_name
     txn = in_transaction do
-      stub_post_request do
+      stub_embeddings_post_request do
         client.embeddings(parameters: embeddings_params)
       end
     end
@@ -193,7 +193,7 @@ def test_openai_embedding_segment_name
 
   def test_embedding_has_duration_of_segment
     txn = in_transaction do
-      stub_post_request do
+      stub_embeddings_post_request do
         client.embeddings(parameters: embeddings_params)
       end
     end
@@ -205,7 +205,7 @@ def test_embedding_has_duration_of_segment
 
   def test_openai_metric_recorded_for_embeddings_every_time
     in_transaction do
-      stub_post_request do
+      stub_embeddings_post_request do
         client.embeddings(parameters: embeddings_params)
         client.embeddings(parameters: embeddings_params)
       end
@@ -226,7 +226,7 @@ def test_embedding_event_sets_error_true_if_raised
 
   def test_set_llm_agent_attribute_on_embedding_transaction
     in_transaction do |txn|
-      stub_post_request do
+      stub_embeddings_post_request do
         client.embeddings(parameters: embeddings_params)
       end
     end