diff --git a/.github/workflows/e2e-bubblesort-unittest.yaml b/.github/workflows/e2e-bubblesort-unittest.yaml
index 0c3672efc..7d5aaf0bc 100644
--- a/.github/workflows/e2e-bubblesort-unittest.yaml
+++ b/.github/workflows/e2e-bubblesort-unittest.yaml
@@ -61,6 +61,7 @@ jobs:
       - name: Install dependencies (CLI)
         run: |
           uv sync
+          uv add timeout_decorator
 
       - name: Run Codeflash to optimize code
         id: optimize_code
diff --git a/codeflash/code_utils/instrument_existing_tests.py b/codeflash/code_utils/instrument_existing_tests.py
index 99ec98370..36740d8ac 100644
--- a/codeflash/code_utils/instrument_existing_tests.py
+++ b/codeflash/code_utils/instrument_existing_tests.py
@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 import ast
-import platform
 from dataclasses import dataclass
 from pathlib import Path
 from typing import TYPE_CHECKING
@@ -329,17 +328,6 @@ def visit_ClassDef(self, node: ast.ClassDef) -> ast.ClassDef:
     def visit_FunctionDef(self, node: ast.FunctionDef, test_class_name: str | None = None) -> ast.FunctionDef:
         if node.name.startswith("test_"):
             did_update = False
-            if self.test_framework == "unittest" and platform.system() != "Windows":
-                # Only add timeout decorator on non-Windows platforms
-                # Windows doesn't support SIGALRM signal required by timeout_decorator
-
-                node.decorator_list.append(
-                    ast.Call(
-                        func=ast.Name(id="timeout_decorator.timeout", ctx=ast.Load()),
-                        args=[ast.Constant(value=15)],
-                        keywords=[],
-                    )
-                )
             i = len(node.body) - 1
             while i >= 0:
                 line_node = node.body[i]
@@ -505,25 +493,6 @@ def __init__(
             self.class_name = function.top_level_parent_name
 
     def visit_ClassDef(self, node: ast.ClassDef) -> ast.ClassDef:
-        # Add timeout decorator for unittest test classes if needed
-        if self.test_framework == "unittest":
-            timeout_decorator = ast.Call(
-                func=ast.Name(id="timeout_decorator.timeout", ctx=ast.Load()),
-                args=[ast.Constant(value=15)],
-                keywords=[],
-            )
-            for item in node.body:
-                if (
-                    isinstance(item, ast.FunctionDef)
-                    and item.name.startswith("test_")
-                    and not any(
-                        isinstance(d, ast.Call)
-                        and isinstance(d.func, ast.Name)
-                        and d.func.id == "timeout_decorator.timeout"
-                        for d in item.decorator_list
-                    )
-                ):
-                    item.decorator_list.append(timeout_decorator)
         return self.generic_visit(node)
 
     def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef) -> ast.AsyncFunctionDef:
@@ -542,25 +511,6 @@ def visit_FunctionDef(self, node: ast.FunctionDef) -> ast.FunctionDef:
     def _process_test_function(
         self, node: ast.AsyncFunctionDef | ast.FunctionDef
     ) -> ast.AsyncFunctionDef | ast.FunctionDef:
-        # Optimize the search for decorator presence
-        if self.test_framework == "unittest":
-            found_timeout = False
-            for d in node.decorator_list:
-                # Avoid isinstance(d.func, ast.Name) if d is not ast.Call
-                if isinstance(d, ast.Call):
-                    f = d.func
-                    # Avoid attribute lookup if f is not ast.Name
-                    if isinstance(f, ast.Name) and f.id == "timeout_decorator.timeout":
-                        found_timeout = True
-                        break
-            if not found_timeout:
-                timeout_decorator = ast.Call(
-                    func=ast.Name(id="timeout_decorator.timeout", ctx=ast.Load()),
-                    args=[ast.Constant(value=15)],
-                    keywords=[],
-                )
-                node.decorator_list.append(timeout_decorator)
-
         # Initialize counter for this test function
         if node.name not in self.async_call_counter:
             self.async_call_counter[node.name] = 0
@@ -715,8 +665,6 @@ def inject_async_profiling_into_existing_test(
 
     # Add necessary imports
     new_imports = [ast.Import(names=[ast.alias(name="os")])]
-    if test_framework == "unittest":
-        new_imports.append(ast.Import(names=[ast.alias(name="timeout_decorator")]))
 
     tree.body = [*new_imports, *tree.body]
     return True, sort_imports(ast.unparse(tree), float_to_top=True)
@@ -762,8 +710,6 @@ def inject_profiling_into_existing_test(
                 ast.Import(names=[ast.alias(name="dill", asname="pickle")]),
             ]
         )
-    if test_framework == "unittest" and platform.system() != "Windows":
-        new_imports.append(ast.Import(names=[ast.alias(name="timeout_decorator")]))
     additional_functions = [create_wrapper_function(mode)]
 
     tree.body = [*new_imports, *additional_functions, *tree.body]
diff --git a/codeflash/optimization/function_optimizer.py b/codeflash/optimization/function_optimizer.py
index 2eef51f0f..64b4ae75b 100644
--- a/codeflash/optimization/function_optimizer.py
+++ b/codeflash/optimization/function_optimizer.py
@@ -6,7 +6,6 @@
 import queue
 import random
 import subprocess
-import time
 import uuid
 from collections import defaultdict
 from pathlib import Path
@@ -1641,57 +1640,34 @@ def establish_original_code_baseline(
                 f"Test coverage is {coverage_results.coverage}%, which is below the required threshold of {COVERAGE_THRESHOLD}%."
             )
 
-        if test_framework == "pytest":
-            with progress_bar("Running line profiler to identify performance bottlenecks..."):
-                line_profile_results = self.line_profiler_step(
-                    code_context=code_context, original_helper_code=original_helper_code, candidate_index=0
-                )
-            console.rule()
-            with progress_bar("Running performance benchmarks..."):
-                if self.function_to_optimize.is_async:
-                    from codeflash.code_utils.instrument_existing_tests import add_async_decorator_to_function
+        with progress_bar("Running line profiler to identify performance bottlenecks..."):
+            line_profile_results = self.line_profiler_step(
+                code_context=code_context, original_helper_code=original_helper_code, candidate_index=0
+            )
+        console.rule()
+        with progress_bar("Running performance benchmarks..."):
+            if self.function_to_optimize.is_async:
+                from codeflash.code_utils.instrument_existing_tests import add_async_decorator_to_function
 
-                    add_async_decorator_to_function(
-                        self.function_to_optimize.file_path, self.function_to_optimize, TestingMode.PERFORMANCE
-                    )
+                add_async_decorator_to_function(
+                    self.function_to_optimize.file_path, self.function_to_optimize, TestingMode.PERFORMANCE
+                )
 
-                try:
-                    benchmarking_results, _ = self.run_and_parse_tests(
-                        testing_type=TestingMode.PERFORMANCE,
-                        test_env=test_env,
-                        test_files=self.test_files,
-                        optimization_iteration=0,
-                        testing_time=total_looping_time,
-                        enable_coverage=False,
-                        code_context=code_context,
-                    )
-                finally:
-                    if self.function_to_optimize.is_async:
-                        self.write_code_and_helpers(
-                            self.function_to_optimize_source_code,
-                            original_helper_code,
-                            self.function_to_optimize.file_path,
-                        )
-        else:
-            benchmarking_results = TestResults()
-            start_time: float = time.time()
-            for i in range(100):
-                if i >= 5 and time.time() - start_time >= total_looping_time * 1.5:
-                    # * 1.5 to give unittest a bit more time to run
-                    break
-                test_env["CODEFLASH_LOOP_INDEX"] = str(i + 1)
-                with progress_bar("Running performance benchmarks..."):
-                    unittest_loop_results, _ = self.run_and_parse_tests(
-                        testing_type=TestingMode.PERFORMANCE,
-                        test_env=test_env,
-                        test_files=self.test_files,
-                        optimization_iteration=0,
-                        testing_time=total_looping_time,
-                        enable_coverage=False,
-                        code_context=code_context,
-                        unittest_loop_index=i + 1,
+            try:
+                benchmarking_results, _ = self.run_and_parse_tests(
+                    testing_type=TestingMode.PERFORMANCE,
+                    test_env=test_env,
+                    test_files=self.test_files,
+                    optimization_iteration=0,
+                    testing_time=total_looping_time,
+                    enable_coverage=False,
+                    code_context=code_context,
+                )
+            finally:
+                if self.function_to_optimize.is_async:
+                    self.write_code_and_helpers(
+                        self.function_to_optimize_source_code, original_helper_code, self.function_to_optimize.file_path
                     )
-                    benchmarking_results.merge(unittest_loop_results)
 
         console.print(
             TestResults.report_to_tree(
@@ -1760,8 +1736,6 @@ def run_optimized_candidate(
         original_helper_code: dict[Path, str],
         file_path_to_helper_classes: dict[Path, set[str]],
     ) -> Result[OptimizedCandidateResult, str]:
-        assert (test_framework := self.args.test_framework) in {"pytest", "unittest"}  # noqa: RUF018
-
         with progress_bar("Testing optimization candidate"):
             test_env = self.get_test_env(
                 codeflash_loop_index=0,
@@ -1818,59 +1792,34 @@ def run_optimized_candidate(
 
             logger.info(f"loading|Running performance tests for candidate {optimization_candidate_index}...")
 
-            if test_framework == "pytest":
-                # For async functions, instrument at definition site for performance benchmarking
-                if self.function_to_optimize.is_async:
-                    from codeflash.code_utils.instrument_existing_tests import add_async_decorator_to_function
-
-                    add_async_decorator_to_function(
-                        self.function_to_optimize.file_path, self.function_to_optimize, TestingMode.PERFORMANCE
-                    )
+            # For async functions, instrument at definition site for performance benchmarking
+            if self.function_to_optimize.is_async:
+                from codeflash.code_utils.instrument_existing_tests import add_async_decorator_to_function
 
-                try:
-                    candidate_benchmarking_results, _ = self.run_and_parse_tests(
-                        testing_type=TestingMode.PERFORMANCE,
-                        test_env=test_env,
-                        test_files=self.test_files,
-                        optimization_iteration=optimization_candidate_index,
-                        testing_time=total_looping_time,
-                        enable_coverage=False,
-                    )
-                finally:
-                    # Restore original source if we instrumented it
-                    if self.function_to_optimize.is_async:
-                        self.write_code_and_helpers(
-                            candidate_fto_code, candidate_helper_code, self.function_to_optimize.file_path
-                        )
-                loop_count = (
-                    max(all_loop_indices)
-                    if (
-                        all_loop_indices := {
-                            result.loop_index for result in candidate_benchmarking_results.test_results
-                        }
-                    )
-                    else 0
+                add_async_decorator_to_function(
+                    self.function_to_optimize.file_path, self.function_to_optimize, TestingMode.PERFORMANCE
                 )
 
-            else:
-                candidate_benchmarking_results = TestResults()
-                start_time: float = time.time()
-                loop_count = 0
-                for i in range(100):
-                    if i >= 5 and time.time() - start_time >= TOTAL_LOOPING_TIME_EFFECTIVE * 1.5:
-                        # * 1.5 to give unittest a bit more time to run
-                        break
-                    test_env["CODEFLASH_LOOP_INDEX"] = str(i + 1)
-                    unittest_loop_results, _cov = self.run_and_parse_tests(
-                        testing_type=TestingMode.PERFORMANCE,
-                        test_env=test_env,
-                        test_files=self.test_files,
-                        optimization_iteration=optimization_candidate_index,
-                        testing_time=TOTAL_LOOPING_TIME_EFFECTIVE,
-                        unittest_loop_index=i + 1,
+            try:
+                candidate_benchmarking_results, _ = self.run_and_parse_tests(
+                    testing_type=TestingMode.PERFORMANCE,
+                    test_env=test_env,
+                    test_files=self.test_files,
+                    optimization_iteration=optimization_candidate_index,
+                    testing_time=total_looping_time,
+                    enable_coverage=False,
+                )
+            finally:
+                # Restore original source if we instrumented it
+                if self.function_to_optimize.is_async:
+                    self.write_code_and_helpers(
+                        candidate_fto_code, candidate_helper_code, self.function_to_optimize.file_path
                     )
-                    loop_count = i + 1
-                    candidate_benchmarking_results.merge(unittest_loop_results)
+            loop_count = (
+                max(all_loop_indices)
+                if (all_loop_indices := {result.loop_index for result in candidate_benchmarking_results.test_results})
+                else 0
+            )
 
             if (total_candidate_timing := candidate_benchmarking_results.total_passed_runtime()) == 0:
                 logger.warning("The overall test runtime of the optimized function is 0, couldn't run tests.")
@@ -1920,7 +1869,6 @@ def run_and_parse_tests(
         pytest_min_loops: int = 5,
         pytest_max_loops: int = 250,
         code_context: CodeOptimizationContext | None = None,
-        unittest_loop_index: int | None = None,
         line_profiler_output_file: Path | None = None,
     ) -> tuple[TestResults | dict, CoverageData | None]:
         coverage_database_file = None
@@ -1933,7 +1881,6 @@ def run_and_parse_tests(
                     cwd=self.project_root,
                     test_env=test_env,
                     pytest_timeout=INDIVIDUAL_TESTCASE_TIMEOUT,
-                    verbose=True,
                     enable_coverage=enable_coverage,
                 )
             elif testing_type == TestingMode.LINE_PROFILE:
@@ -1947,7 +1894,6 @@ def run_and_parse_tests(
                     pytest_min_loops=1,
                     pytest_max_loops=1,
                     test_framework=self.test_cfg.test_framework,
-                    line_profiler_output_file=line_profiler_output_file,
                 )
             elif testing_type == TestingMode.PERFORMANCE:
                 result_file_path, run_result = run_benchmarking_tests(
@@ -1996,7 +1942,6 @@ def run_and_parse_tests(
                 test_config=self.test_cfg,
                 optimization_iteration=optimization_iteration,
                 run_result=run_result,
-                unittest_loop_index=unittest_loop_index,
                 function_name=self.function_to_optimize.function_name,
                 source_file=self.function_to_optimize.file_path,
                 code_context=code_context,
diff --git a/codeflash/verification/parse_test_output.py b/codeflash/verification/parse_test_output.py
index ef513a0a3..505d36256 100644
--- a/codeflash/verification/parse_test_output.py
+++ b/codeflash/verification/parse_test_output.py
@@ -64,6 +64,56 @@ def calculate_function_throughput_from_test_results(test_results: TestResults, f
     return function_throughput
 
 
+def resolve_test_file_from_class_path(test_class_path: str, base_dir: Path) -> Path | None:
+    """Resolve test file path from pytest's test class path.
+
+    This function handles various cases where pytest's classname in JUnit XML
+    includes parent directories that may already be part of base_dir.
+
+    Args:
+        test_class_path: The full class path from pytest (e.g., "project.tests.test_file.TestClass")
+        base_dir: The base directory for tests (tests project root)
+
+    Returns:
+        Path to the test file if found, None otherwise
+
+    Examples:
+        >>> # base_dir = "/path/to/tests"
+        >>> # test_class_path = "code_to_optimize.tests.unittest.test_file.TestClass"
+        >>> # Should find: /path/to/tests/unittest/test_file.py
+
+    """
+    # First try the full path
+    test_file_path = file_name_from_test_module_name(test_class_path, base_dir)
+
+    # If we couldn't find the file, try stripping the last component (likely a class name)
+    # This handles cases like "module.TestClass" where TestClass is a class, not a module
+    if test_file_path is None and "." in test_class_path:
+        module_without_class = ".".join(test_class_path.split(".")[:-1])
+        test_file_path = file_name_from_test_module_name(module_without_class, base_dir)
+
+    # If still not found, progressively strip prefix components
+    # This handles cases where pytest's classname includes parent directories that are
+    # already part of base_dir (e.g., "project.tests.unittest.test_file.TestClass"
+    # when base_dir is "/.../tests")
+    if test_file_path is None:
+        parts = test_class_path.split(".")
+        # Try stripping 1, 2, 3, ... prefix components
+        for num_to_strip in range(1, len(parts)):
+            remaining = ".".join(parts[num_to_strip:])
+            test_file_path = file_name_from_test_module_name(remaining, base_dir)
+            if test_file_path:
+                break
+            # Also try without the last component (class name)
+            if "." in remaining:
+                remaining_no_class = ".".join(remaining.split(".")[:-1])
+                test_file_path = file_name_from_test_module_name(remaining_no_class, base_dir)
+                if test_file_path:
+                    break
+
+    return test_file_path
+
+
 def parse_test_return_values_bin(file_location: Path, test_files: TestFiles, test_config: TestConfig) -> TestResults:
     test_results = TestResults()
     if not file_location.exists():
@@ -198,7 +248,6 @@ def parse_test_xml(
     test_files: TestFiles,
     test_config: TestConfig,
     run_result: subprocess.CompletedProcess | None = None,
-    unittest_loop_index: int | None = None,
 ) -> TestResults:
     test_results = TestResults()
     # Parse unittest output
@@ -211,9 +260,8 @@ def parse_test_xml(
     except Exception as e:
         logger.warning(f"Failed to parse {test_xml_file_path} as JUnitXml. Exception: {e}")
         return test_results
-    base_dir = (
-        test_config.tests_project_rootdir if test_config.test_framework == "pytest" else test_config.project_root_path
-    )
+    # Always use tests_project_rootdir since pytest is now the test runner for all frameworks
+    base_dir = test_config.tests_project_rootdir
     for suite in xml:
         for testcase in suite:
             class_name = testcase.classname
@@ -253,7 +301,8 @@ def parse_test_xml(
             if test_file_name is None:
                 if test_class_path:
                     # TODO : This might not be true if the test is organized under a class
-                    test_file_path = file_name_from_test_module_name(test_class_path, base_dir)
+                    test_file_path = resolve_test_file_from_class_path(test_class_path, base_dir)
+
                     if test_file_path is None:
                         logger.warning(f"Could not find the test for file name - {test_class_path} ")
                         continue
@@ -274,24 +323,15 @@ def parse_test_xml(
             if class_name is not None and class_name.startswith(test_module_path):
                 test_class = class_name[len(test_module_path) + 1 :]  # +1 for the dot, gets Unittest class name
 
-            loop_index = unittest_loop_index if unittest_loop_index is not None else 1
+            loop_index = int(testcase.name.split("[ ")[-1][:-2]) if testcase.name and "[" in testcase.name else 1
 
             timed_out = False
-            if test_config.test_framework == "pytest":
-                loop_index = int(testcase.name.split("[ ")[-1][:-2]) if testcase.name and "[" in testcase.name else 1
-                if len(testcase.result) > 1:
-                    logger.debug(f"!!!!!Multiple results for {testcase.name or '<None>'} in {test_xml_file_path}!!!")
-                if len(testcase.result) == 1:
-                    message = testcase.result[0].message.lower()
-                    if "failed: timeout >" in message:
-                        timed_out = True
-            else:
-                if len(testcase.result) > 1:
-                    logger.debug(f"!!!!!Multiple results for {testcase.name or '<None>'} in {test_xml_file_path}!!!")
-                if len(testcase.result) == 1:
-                    message = testcase.result[0].message.lower()
-                    if "timed out" in message:
-                        timed_out = True
+            if len(testcase.result) > 1:
+                logger.debug(f"!!!!!Multiple results for {testcase.name or '<None>'} in {test_xml_file_path}!!!")
+            if len(testcase.result) == 1:
+                message = testcase.result[0].message.lower()
+                if "failed: timeout >" in message or "timed out" in message:
+                    timed_out = True
 
             sys_stdout = testcase.system_out or ""
             begin_matches = list(matches_re_start.finditer(sys_stdout))
@@ -523,14 +563,9 @@ def parse_test_results(
     coverage_config_file: Path | None,
     code_context: CodeOptimizationContext | None = None,
     run_result: subprocess.CompletedProcess | None = None,
-    unittest_loop_index: int | None = None,
 ) -> tuple[TestResults, CoverageData | None]:
     test_results_xml = parse_test_xml(
-        test_xml_path,
-        test_files=test_files,
-        test_config=test_config,
-        run_result=run_result,
-        unittest_loop_index=unittest_loop_index,
+        test_xml_path, test_files=test_files, test_config=test_config, run_result=run_result
     )
     try:
         bin_results_file = get_run_tmp_file(Path(f"test_return_values_{optimization_iteration}.bin"))
diff --git a/codeflash/verification/test_runner.py b/codeflash/verification/test_runner.py
index 5c839b8fb..cf51c5a00 100644
--- a/codeflash/verification/test_runner.py
+++ b/codeflash/verification/test_runner.py
@@ -36,15 +36,14 @@ def run_behavioral_tests(
     *,
     pytest_timeout: int | None = None,
     pytest_cmd: str = "pytest",
-    verbose: bool = False,
     pytest_target_runtime_seconds: int = TOTAL_LOOPING_TIME_EFFECTIVE,
     enable_coverage: bool = False,
 ) -> tuple[Path, subprocess.CompletedProcess, Path | None, Path | None]:
-    if test_framework == "pytest":
+    if test_framework in {"pytest", "unittest"}:
         test_files: list[str] = []
         for file in test_paths.test_files:
             if file.test_type == TestType.REPLAY_TEST:
-                # TODO: Does this work for unittest framework?
+                # Replay tests need specific test targeting because one file contains tests for multiple functions
                 test_files.extend(
                     [
                         str(file.instrumented_behavior_file_path) + "::" + test.test_function
@@ -61,13 +60,14 @@ def run_behavioral_tests(
         test_files = list(set(test_files))  # remove multiple calls in the same test function
         common_pytest_args = [
             "--capture=tee-sys",
-            f"--timeout={pytest_timeout}",
             "-q",
             "--codeflash_loops_scope=session",
             "--codeflash_min_loops=1",
             "--codeflash_max_loops=1",
             f"--codeflash_seconds={pytest_target_runtime_seconds}",
         ]
+        if pytest_timeout is not None:
+            common_pytest_args.insert(1, f"--timeout={pytest_timeout}")
 
         result_file_path = get_run_tmp_file(Path("pytest_results.xml"))
         result_args = [f"--junitxml={result_file_path.as_posix()}", "-o", "junit_logging=all"]
@@ -120,18 +120,6 @@ def run_behavioral_tests(
             logger.debug(
                 f"""Result return code: {results.returncode}, {"Result stderr:" + str(results.stderr) if results.stderr else ""}"""
             )
-    elif test_framework == "unittest":
-        if enable_coverage:
-            msg = "Coverage is not supported yet for unittest framework"
-            raise ValueError(msg)
-        test_env["CODEFLASH_LOOP_INDEX"] = "1"
-        test_files = [file.instrumented_behavior_file_path for file in test_paths.test_files]
-        result_file_path, results = run_unittest_tests(
-            verbose=verbose, test_file_paths=test_files, test_env=test_env, cwd=cwd
-        )
-        logger.debug(
-            f"""Result return code: {results.returncode}, {"Result stderr:" + str(results.stderr) if results.stderr else ""}"""
-        )
     else:
         msg = f"Unsupported test framework: {test_framework}"
         raise ValueError(msg)
@@ -152,42 +140,30 @@ def run_line_profile_tests(
     test_framework: str,
     *,
     pytest_target_runtime_seconds: float = TOTAL_LOOPING_TIME_EFFECTIVE,
-    verbose: bool = False,
     pytest_timeout: int | None = None,
     pytest_min_loops: int = 5,  # noqa: ARG001
     pytest_max_loops: int = 100_000,  # noqa: ARG001
-    line_profiler_output_file: Path | None = None,
 ) -> tuple[Path, subprocess.CompletedProcess]:
-    if test_framework == "pytest":
+    if test_framework in {"pytest", "unittest"}:  # pytest runs both pytest and unittest tests
         pytest_cmd_list = (
             shlex.split(f"{SAFE_SYS_EXECUTABLE} -m pytest", posix=IS_POSIX)
             if pytest_cmd == "pytest"
             else shlex.split(pytest_cmd)
         )
-        test_files: list[str] = []
-        for file in test_paths.test_files:
-            if file.test_type in {TestType.REPLAY_TEST, TestType.EXISTING_UNIT_TEST} and file.tests_in_file:
-                test_files.extend(
-                    [
-                        str(file.benchmarking_file_path)
-                        + "::"
-                        + (test.test_class + "::" if test.test_class else "")
-                        + (test.test_function.split("[", 1)[0] if "[" in test.test_function else test.test_function)
-                        for test in file.tests_in_file
-                    ]
-                )
-            else:
-                test_files.append(str(file.benchmarking_file_path))
-        test_files = list(set(test_files))  # remove multiple calls in the same test function
+        # Always use file path - pytest discovers all tests including parametrized ones
+        test_files: list[str] = list(
+            {str(file.benchmarking_file_path) for file in test_paths.test_files}
+        )  # remove multiple calls in the same test function
         pytest_args = [
             "--capture=tee-sys",
-            f"--timeout={pytest_timeout}",
             "-q",
             "--codeflash_loops_scope=session",
             "--codeflash_min_loops=1",
             "--codeflash_max_loops=1",
             f"--codeflash_seconds={pytest_target_runtime_seconds}",
         ]
+        if pytest_timeout is not None:
+            pytest_args.insert(1, f"--timeout={pytest_timeout}")
         result_file_path = get_run_tmp_file(Path("pytest_results.xml"))
         result_args = [f"--junitxml={result_file_path.as_posix()}", "-o", "junit_logging=all"]
         pytest_test_env = test_env.copy()
@@ -200,34 +176,10 @@ def run_line_profile_tests(
             env=pytest_test_env,
             timeout=600,  # TODO: Make this dynamic
         )
-    elif test_framework == "unittest":
-        test_env["CODEFLASH_LOOP_INDEX"] = "1"
-        test_env["LINE_PROFILE"] = "1"
-        test_files: list[str] = []
-        for file in test_paths.test_files:
-            if file.test_type in {TestType.REPLAY_TEST, TestType.EXISTING_UNIT_TEST} and file.tests_in_file:
-                test_files.extend(
-                    [
-                        str(file.benchmarking_file_path)
-                        + "::"
-                        + (test.test_class + "::" if test.test_class else "")
-                        + (test.test_function.split("[", 1)[0] if "[" in test.test_function else test.test_function)
-                        for test in file.tests_in_file
-                    ]
-                )
-            else:
-                test_files.append(str(file.benchmarking_file_path))
-        test_files = list(set(test_files))  # remove multiple calls in the same test function
-        line_profiler_output_file, results = run_unittest_tests(
-            verbose=verbose, test_file_paths=[Path(file) for file in test_files], test_env=test_env, cwd=cwd
-        )
-        logger.debug(
-            f"""Result return code: {results.returncode}, {"Result stderr:" + str(results.stderr) if results.stderr else ""}"""
-        )
     else:
         msg = f"Unsupported test framework: {test_framework}"
         raise ValueError(msg)
-    return line_profiler_output_file, results
+    return result_file_path, results
 
 
 def run_benchmarking_tests(
@@ -238,41 +190,30 @@ def run_benchmarking_tests(
     test_framework: str,
     *,
     pytest_target_runtime_seconds: float = TOTAL_LOOPING_TIME_EFFECTIVE,
-    verbose: bool = False,
     pytest_timeout: int | None = None,
     pytest_min_loops: int = 5,
     pytest_max_loops: int = 100_000,
 ) -> tuple[Path, subprocess.CompletedProcess]:
-    if test_framework == "pytest":
+    if test_framework in {"pytest", "unittest"}:  # pytest runs both pytest and unittest tests
         pytest_cmd_list = (
             shlex.split(f"{SAFE_SYS_EXECUTABLE} -m pytest", posix=IS_POSIX)
             if pytest_cmd == "pytest"
             else shlex.split(pytest_cmd)
         )
-        test_files: list[str] = []
-        for file in test_paths.test_files:
-            if file.test_type in {TestType.REPLAY_TEST, TestType.EXISTING_UNIT_TEST} and file.tests_in_file:
-                test_files.extend(
-                    [
-                        str(file.benchmarking_file_path)
-                        + "::"
-                        + (test.test_class + "::" if test.test_class else "")
-                        + (test.test_function.split("[", 1)[0] if "[" in test.test_function else test.test_function)
-                        for test in file.tests_in_file
-                    ]
-                )
-            else:
-                test_files.append(str(file.benchmarking_file_path))
-        test_files = list(set(test_files))  # remove multiple calls in the same test function
+        # Always use file path - pytest discovers all tests including parametrized ones
+        test_files: list[str] = list(
+            {str(file.benchmarking_file_path) for file in test_paths.test_files}
+        )  # remove multiple calls in the same test function
         pytest_args = [
             "--capture=tee-sys",
-            f"--timeout={pytest_timeout}",
             "-q",
             "--codeflash_loops_scope=session",
             f"--codeflash_min_loops={pytest_min_loops}",
             f"--codeflash_max_loops={pytest_max_loops}",
             f"--codeflash_seconds={pytest_target_runtime_seconds}",
         ]
+        if pytest_timeout is not None:
+            pytest_args.insert(1, f"--timeout={pytest_timeout}")
         result_file_path = get_run_tmp_file(Path("pytest_results.xml"))
         result_args = [f"--junitxml={result_file_path.as_posix()}", "-o", "junit_logging=all"]
         pytest_test_env = test_env.copy()
@@ -284,26 +225,7 @@ def run_benchmarking_tests(
             env=pytest_test_env,
             timeout=600,  # TODO: Make this dynamic
         )
-    elif test_framework == "unittest":
-        test_files = [file.benchmarking_file_path for file in test_paths.test_files]
-        result_file_path, results = run_unittest_tests(
-            verbose=verbose, test_file_paths=test_files, test_env=test_env, cwd=cwd
-        )
     else:
         msg = f"Unsupported test framework: {test_framework}"
         raise ValueError(msg)
     return result_file_path, results
-
-
-def run_unittest_tests(
-    *, verbose: bool, test_file_paths: list[Path], test_env: dict[str, str], cwd: Path
-) -> tuple[Path, subprocess.CompletedProcess]:
-    result_file_path = get_run_tmp_file(Path("unittest_results.xml"))
-    unittest_cmd_list = [SAFE_SYS_EXECUTABLE, "-m", "xmlrunner"]
-    log_level = ["-v"] if verbose else []
-    files = [str(file) for file in test_file_paths]
-    output_file = ["--output-file", str(result_file_path)]
-    results = execute_test_subprocess(
-        unittest_cmd_list + log_level + files + output_file, cwd=cwd, env=test_env, timeout=600
-    )
-    return result_file_path, results
diff --git a/pyproject.toml b/pyproject.toml
index ef036c321..318c3e984 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,10 +21,8 @@ dependencies = [
     "gitpython>=3.1.31",
     "libcst>=1.0.1",
     "jedi>=0.19.1",
-    "timeout-decorator>=0.5.0",
     "pytest-timeout>=2.1.0",
     "tomlkit>=0.11.7",
-    "unittest-xml-reporting>=3.2.0",
     "junitparser>=3.1.0",
     "pydantic>=1.10.1",
     "humanize>=4.0.0",
diff --git a/tests/test_code_utils.py b/tests/test_code_utils.py
index c7abbae7b..38621904f 100644
--- a/tests/test_code_utils.py
+++ b/tests/test_code_utils.py
@@ -22,6 +22,7 @@
 from codeflash.code_utils.concolic_utils import clean_concolic_tests
 from codeflash.code_utils.coverage_utils import extract_dependent_function, generate_candidates, prepare_coverage_files
 from codeflash.models.models import CodeStringsMarkdown
+from codeflash.verification.parse_test_output import resolve_test_file_from_class_path
 
 
 @pytest.fixture
@@ -497,6 +498,134 @@ def test_partial_module_name2(base_dir: Path) -> None:
     assert result == base_dir / "subdir" / "test_submodule.py"
 
 
+def test_pytest_unittest_path_resolution_with_prefix(tmp_path: Path) -> None:
+    """Test path resolution when pytest includes parent directory in classname.
+    
+    This handles the case where pytest's base_dir is /path/to/tests but the
+    classname includes the parent directory like "project.tests.unittest.test_file.TestClass".
+    """
+    # Setup directory structure: /tmp/code_to_optimize/tests/unittest/
+    project_root = tmp_path / "code_to_optimize"
+    tests_root = project_root / "tests"
+    unittest_dir = tests_root / "unittest"
+    unittest_dir.mkdir(parents=True, exist_ok=True)
+    
+    # Create test files
+    test_file = unittest_dir / "test_bubble_sort.py"
+    test_file.touch()
+    
+    generated_test = unittest_dir / "test_sorter__unit_test_0.py"
+    generated_test.touch()
+    
+    # Case 1: pytest reports classname with full path including "code_to_optimize.tests"
+    # but base_dir is .../tests (not the project root)
+    result = resolve_test_file_from_class_path(
+        "code_to_optimize.tests.unittest.test_bubble_sort.TestPigLatin",
+        tests_root
+    )
+    assert result == test_file
+    
+    # Case 2: Generated test file with class name
+    result = resolve_test_file_from_class_path(
+        "code_to_optimize.tests.unittest.test_sorter__unit_test_0.TestSorter",
+        tests_root
+    )
+    assert result == generated_test
+    
+    # Case 3: Without the class name (just the module path)
+    result = resolve_test_file_from_class_path(
+        "code_to_optimize.tests.unittest.test_bubble_sort",
+        tests_root
+    )
+    assert result == test_file
+
+
+def test_pytest_unittest_multiple_prefix_levels(tmp_path: Path) -> None:
+    """Test path resolution with multiple levels of prefix stripping."""
+    # Setup: /tmp/org/project/src/tests/unit/
+    base = tmp_path / "org" / "project" / "src" / "tests"
+    unit_dir = base / "unit"
+    unit_dir.mkdir(parents=True, exist_ok=True)
+    
+    test_file = unit_dir / "test_example.py"
+    test_file.touch()
+    
+    # pytest might report: org.project.src.tests.unit.test_example.TestClass
+    # with base_dir being .../src/tests or .../tests
+    result = resolve_test_file_from_class_path(
+        "org.project.src.tests.unit.test_example.TestClass",
+        base
+    )
+    assert result == test_file
+    
+    # Also test with base_dir at different level
+    result = resolve_test_file_from_class_path(
+        "project.src.tests.unit.test_example.TestClass",
+        base
+    )
+    assert result == test_file
+
+
+def test_pytest_unittest_instrumented_files(tmp_path: Path) -> None:
+    """Test path resolution for instrumented test files."""
+    tests_root = tmp_path / "tests" / "unittest"
+    tests_root.mkdir(parents=True, exist_ok=True)
+    
+    # Create instrumented test file
+    instrumented_file = tests_root / "test_bubble_sort__perfinstrumented.py"
+    instrumented_file.touch()
+    
+    # pytest classname includes parent directories
+    result = resolve_test_file_from_class_path(
+        "code_to_optimize.tests.unittest.test_bubble_sort__perfinstrumented.TestPigLatin",
+        tmp_path / "tests"
+    )
+    assert result == instrumented_file
+
+
+def test_pytest_unittest_nested_classes(tmp_path: Path) -> None:
+    """Test path resolution with nested class names."""
+    tests_root = tmp_path / "tests"
+    tests_root.mkdir(parents=True, exist_ok=True)
+    
+    test_file = tests_root / "test_nested.py"
+    test_file.touch()
+    
+    # Some unittest frameworks use nested classes
+    result = resolve_test_file_from_class_path(
+        "project.tests.test_nested.OuterClass.InnerClass",
+        tests_root
+    )
+    assert result == test_file
+
+
+def test_pytest_unittest_no_match_returns_none(tmp_path: Path) -> None:
+    """Test that non-existent files return None even with prefix stripping."""
+    tests_root = tmp_path / "tests"
+    tests_root.mkdir(parents=True, exist_ok=True)
+    
+    # File doesn't exist
+    result = resolve_test_file_from_class_path(
+        "code_to_optimize.tests.unittest.nonexistent_test.TestClass",
+        tests_root
+    )
+    assert result is None
+
+
+def test_pytest_unittest_single_component(tmp_path: Path) -> None:
+    """Test that single-component paths still work."""
+    base_dir = tmp_path
+    test_file = base_dir / "test_simple.py"
+    test_file.touch()
+    
+    result = file_name_from_test_module_name("test_simple", base_dir)
+    assert result == test_file
+    
+    # With class name
+    result = file_name_from_test_module_name("test_simple.TestClass", base_dir)
+    assert result == test_file
+
+
 def test_cleanup_paths(multiple_existing_and_non_existing_files: list[Path]) -> None:
     cleanup_paths(multiple_existing_and_non_existing_files)
     for file in multiple_existing_and_non_existing_files:
diff --git a/tests/test_instrument_tests.py b/tests/test_instrument_tests.py
index e2189be01..c6482c2bc 100644
--- a/tests/test_instrument_tests.py
+++ b/tests/test_instrument_tests.py
@@ -98,8 +98,7 @@ def build_expected_unittest_imports(extra_imports: str = "") -> str:
 import unittest
 
 import dill as pickle"""
-    if platform.system() != "Windows":
-        imports += "\nimport timeout_decorator"
+    # timeout_decorator no longer used since pytest handles timeouts
     if extra_imports:
         imports += "\n" + extra_imports
     return imports
@@ -148,15 +147,14 @@ def test_sort(self):
 import unittest
 
 import dill as pickle"""
-    if platform.system() != "Windows":
-        imports += "\nimport timeout_decorator"
+    # timeout_decorator no longer used since pytest handles timeouts
 
     imports += "\n\nfrom code_to_optimize.bubble_sort import sorter"
     
     wrapper_func = codeflash_wrap_string
     
     test_class_header = "class TestPigLatin(unittest.TestCase):"
-    test_decorator = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator = ""  # pytest-timeout handles timeouts now, not timeout_decorator
     
     expected = imports + "\n\n\n" + wrapper_func + "\n" + test_class_header + "\n\n"
     if test_decorator:
@@ -1585,7 +1583,6 @@ def test_sort(self):
 import unittest
 
 import dill as pickle
-import timeout_decorator
 
 from code_to_optimize.bubble_sort import sorter
 
@@ -1595,7 +1592,6 @@ def test_sort(self):
             + """
 class TestPigLatin(unittest.TestCase):
 
-    @timeout_decorator.timeout(15)
     def test_sort(self):
         codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
         codeflash_iteration = os.environ['CODEFLASH_TEST_ITERATION']
@@ -1626,8 +1622,6 @@ def test_sort(self):
 import time
 import unittest
 
-import timeout_decorator
-
 from code_to_optimize.bubble_sort import sorter
 
 
@@ -1636,7 +1630,6 @@ def test_sort(self):
             + """
 class TestPigLatin(unittest.TestCase):
 
-    @timeout_decorator.timeout(15)
     def test_sort(self):
         codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
         input = [5, 4, 3, 2, 1, 0]
@@ -1865,7 +1858,7 @@ def test_sort(self, input, expected_output):
     imports_behavior = build_expected_unittest_imports("from parameterized import parameterized")
     imports_behavior += "\n\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_behavior = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_behavior = ""  # pytest-timeout handles timeouts now
     test_class_behavior = """class TestPigLatin(unittest.TestCase):
 
     @parameterized.expand([([5, 4, 3, 2, 1, 0], [0, 1, 2, 3, 4, 5]), ([5.0, 4.0, 3.0, 2.0, 1.0, 0.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0]), (list(reversed(range(50))), list(range(50)))])
@@ -1892,11 +1885,10 @@ def test_sort(self, input, expected_output):
 import time
 import unittest
 """
-    if platform.system() != "Windows":
-        imports_perf += "\nimport timeout_decorator"
+    # pytest-timeout handles timeouts now, no timeout_decorator needed
     imports_perf += "\nfrom parameterized import parameterized\n\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_perf = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_perf = ""  # pytest-timeout handles timeouts now
     test_class_perf = """class TestPigLatin(unittest.TestCase):
 
     @parameterized.expand([([5, 4, 3, 2, 1, 0], [0, 1, 2, 3, 4, 5]), ([5.0, 4.0, 3.0, 2.0, 1.0, 0.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0]), (list(reversed(range(50))), list(range(50)))])
@@ -2116,7 +2108,7 @@ def test_sort(self):
     imports_behavior = build_expected_unittest_imports()
     imports_behavior += "\n\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_behavior = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_behavior = ""  # pytest-timeout handles timeouts now
     test_class_behavior = """class TestPigLatin(unittest.TestCase):
 
 """
@@ -2148,13 +2140,10 @@ def test_sort(self):
 import time
 import unittest
 """
-    if platform.system() != "Windows":
-        imports_perf += "\nimport timeout_decorator"
-        imports_perf += "\n\nfrom code_to_optimize.bubble_sort import sorter"
-    else:
-        imports_perf += "\nfrom code_to_optimize.bubble_sort import sorter"
+    # pytest-timeout handles timeouts now, no timeout_decorator needed
+    imports_perf += "\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_perf = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_perf = ""  # pytest-timeout handles timeouts now
     test_class_perf = """class TestPigLatin(unittest.TestCase):
 
 """
@@ -2378,7 +2367,7 @@ def test_sort(self, input, expected_output):
     imports_behavior = build_expected_unittest_imports("from parameterized import parameterized")
     imports_behavior += "\n\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_behavior = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_behavior = ""  # pytest-timeout handles timeouts now
     test_class_behavior = """class TestPigLatin(unittest.TestCase):
 
     @parameterized.expand([([5, 4, 3, 2, 1, 0], [0, 1, 2, 3, 4, 5]), ([5.0, 4.0, 3.0, 2.0, 1.0, 0.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0]), (list(reversed(range(50))), list(range(50)))])
@@ -2406,11 +2395,10 @@ def test_sort(self, input, expected_output):
 import time
 import unittest
 """
-    if platform.system() != "Windows":
-        imports_perf += "\nimport timeout_decorator"
+    # pytest-timeout handles timeouts now, no timeout_decorator needed
     imports_perf += "\nfrom parameterized import parameterized\n\nfrom code_to_optimize.bubble_sort import sorter"
     
-    test_decorator_perf = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator_perf = ""  # pytest-timeout handles timeouts now
     test_class_perf = """class TestPigLatin(unittest.TestCase):
 
     @parameterized.expand([([5, 4, 3, 2, 1, 0], [0, 1, 2, 3, 4, 5]), ([5.0, 4.0, 3.0, 2.0, 1.0, 0.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0]), (list(reversed(range(50))), list(range(50)))])
@@ -3225,11 +3213,10 @@ def test_sleepfunc_sequence_short(self, n, expected_total_sleep_time):
 import time
 import unittest
 """
-    if platform.system() != "Windows":
-        imports += "\nimport timeout_decorator"
+    # pytest-timeout handles timeouts now, no timeout_decorator needed
     imports += "\nfrom parameterized import parameterized\n\nfrom code_to_optimize.sleeptime import accurate_sleepfunc"
     
-    test_decorator = "    @timeout_decorator.timeout(15)" if platform.system() != "Windows" else ""
+    test_decorator = ""  # pytest-timeout handles timeouts now
     test_class = """class TestPigLatin(unittest.TestCase):
 
     @parameterized.expand([(0.01, 0.01), (0.02, 0.02)])
@@ -3307,6 +3294,8 @@ def test_sleepfunc_sequence_short(self, n, expected_total_sleep_time):
             test_env=test_env,
             test_files=test_files,
             optimization_iteration=0,
+            pytest_min_loops=1,
+            pytest_max_loops=1,
             testing_time=0.1,
         )
 
diff --git a/tests/test_test_runner.py b/tests/test_test_runner.py
index 50bb5eaa2..d8f75a321 100644
--- a/tests/test_test_runner.py
+++ b/tests/test_test_runner.py
@@ -34,6 +34,14 @@ def test_sort(self):
         tests_project_rootdir=cur_dir_path.parent,
     )
 
+    test_env = os.environ.copy()
+    test_env["CODEFLASH_TEST_ITERATION"] = "0"
+    test_env["CODEFLASH_TRACER_DISABLE"] = "1"
+    if "PYTHONPATH" not in test_env:
+        test_env["PYTHONPATH"] = str(config.project_root_path)
+    else:
+        test_env["PYTHONPATH"] += os.pathsep + str(config.project_root_path)
+
     with tempfile.TemporaryDirectory(dir=cur_dir_path) as temp_dir:
         test_file_path = Path(temp_dir) / "test_xx.py"
         test_files = TestFiles(
@@ -44,7 +52,7 @@ def test_sort(self):
             test_files,
             test_framework=config.test_framework,
             cwd=Path(config.project_root_path),
-            test_env=os.environ.copy(),
+            test_env=test_env,
         )
         results = parse_test_xml(result_file, test_files, config, process)
     assert results[0].did_pass, "Test did not pass as expected"
diff --git a/uv.lock b/uv.lock
index a75782117..5786da99a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -118,15 +118,15 @@ wheels = [
 
 [[package]]
 name = "blessed"
-version = "1.24.0"
+version = "1.25.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jinxed", marker = "sys_platform == 'win32'" },
     { name = "wcwidth" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3d/43/a01951b548a8006f58a6e8f46a958f35405853305610f1f5e86578aab7c9/blessed-1.24.0.tar.gz", hash = "sha256:7822698616deb79dc8897215eef8ed56b6a3fc537dc08ffce2f2020697c6c0d4", size = 6746429, upload-time = "2025-11-16T19:17:18.486Z" }
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