diff --git a/tests/spec_decode/e2e/test_compatibility.py b/tests/spec_decode/e2e/test_compatibility.py
index a3f0464e79675..af8397c235f48 100644
--- a/tests/spec_decode/e2e/test_compatibility.py
+++ b/tests/spec_decode/e2e/test_compatibility.py
@@ -50,49 +50,3 @@ def test_spec_decode_xfail_spec_max_model_len(test_llm_generator):
     with pytest.raises(ValueError, match="cannot be larger than"):
         get_output_from_llm_generator(test_llm_generator, prompts,
                                       sampling_params)
-
-
-@pytest.mark.parametrize("common_llm_kwargs",
-                         [{
-                             "model": "meta-llama/Llama-2-7b-chat-hf",
-                             "speculative_model": "JackFram/llama-68m",
-                             "num_speculative_tokens": 5,
-                             "enable_chunked_prefill": "True",
-                         }])
-@pytest.mark.parametrize("per_test_common_llm_kwargs", [
-    {
-        "tensor_parallel_size": 2,
-        "speculative_draft_tensor_parallel_size": 2,
-    },
-    {
-        "tensor_parallel_size": 4,
-        "speculative_draft_tensor_parallel_size": 4,
-    },
-    {
-        "tensor_parallel_size": 8,
-        "speculative_draft_tensor_parallel_size": 8,
-    },
-])
-@pytest.mark.parametrize("test_llm_kwargs", [{}])
-@pytest.mark.parametrize("seed", [1])
-def test_spec_decode_xfail_chunked_prefill_draft_model_tp_not_one(
-        test_llm_generator):
-    """Verify that speculative decoding fails if chunked prefill is enabled for 
-    draft model with tensor parallelism of more than 1.
-    """
-    output_len = 128
-    temperature = 0.0
-
-    prompts = [
-        "Hello, my name is",
-    ]
-
-    sampling_params = SamplingParams(
-        max_tokens=output_len,
-        ignore_eos=True,
-        temperature=temperature,
-    )
-
-    with pytest.raises(ValueError, match="with tensor parallel size 1"):
-        get_output_from_llm_generator(test_llm_generator, prompts,
-                                      sampling_params)
diff --git a/vllm/config.py b/vllm/config.py
index f9b230e1bc688..37754d84b3e47 100644
--- a/vllm/config.py
+++ b/vllm/config.py
@@ -1410,16 +1410,6 @@ def maybe_create_spec_config(
                     draft_hf_config
             )
 
-            if (enable_chunked_prefill and \
-                 speculative_draft_tensor_parallel_size != 1):
-                # TODO - Investigate why the error reported in
-                # https://github.com/vllm-project/vllm/pull/9291#issuecomment-2463266258
-                # is happening and re-enable it.
-                raise ValueError(
-                    "Chunked prefill and speculative decoding can be enabled "
-                    "simultaneously only for draft models with tensor "
-                    "parallel size 1.")
-
             draft_model_config.max_model_len = (
                 SpeculativeConfig._maybe_override_draft_max_model_len(
                     speculative_max_model_len,