diff --git a/dist/litellm-0.1.401-py3-none-any.whl b/dist/litellm-0.1.401-py3-none-any.whl
new file mode 100644
index 000000000..a412dff57
Binary files /dev/null and b/dist/litellm-0.1.401-py3-none-any.whl differ
diff --git a/dist/litellm-0.1.401.tar.gz b/dist/litellm-0.1.401.tar.gz
new file mode 100644
index 000000000..fff7c7da6
Binary files /dev/null and b/dist/litellm-0.1.401.tar.gz differ
diff --git a/litellm/testing.py b/litellm/testing.py
index 9b13f1f71..93027eccb 100644
--- a/litellm/testing.py
+++ b/litellm/testing.py
@@ -1,43 +1,75 @@
 import litellm
 import time 
 from concurrent.futures import ThreadPoolExecutor
+import traceback
 
-def batch_completion(*args, **kwargs):
-  batch_messages = args[1] if len(args) > 1 else kwargs.get("messages")
-  results = []
-  completions = []
-  exceptions = []
-  times = []
-  with ThreadPoolExecutor() as executor:
-    for message_list in batch_messages:
-      if len(args) > 1:
-        args_modified = list(args)
-        args_modified[1] = message_list
-        future = executor.submit(litellm.completion, *args_modified)
-      else:
-        kwargs_modified = dict(kwargs)
-        kwargs_modified["messages"] = message_list
-        future = executor.submit(litellm.completion, *args, **kwargs_modified)
-      completions.append(future)
-  
-  # Retrieve the results and calculate elapsed time for each completion call
-  for future in completions:
-    start_time = time.time()
-    try:
-      result = future.result()
-      end_time = time.time()
-      elapsed_time = end_time - start_time
-      result_dict = {"status": "succeeded", "response": future.result(), "response_time": elapsed_time}
-      results.append(result_dict)
-    except Exception as e:
-      end_time = time.time()
-      elapsed_time = end_time - start_time
-      result_dict = {"status": "succeeded", "response": e, "response_time": elapsed_time}
-      results.append(result_dict)
-  
-  return results
+def testing_batch_completion(*args, **kwargs):
+  try:
+    batch_models = args[0] if len(args) > 0 else kwargs.pop("models") ## expected input format- ["gpt-3.5-turbo", {"model": "qvv0xeq", "custom_llm_provider"="baseten"}...]
+    batch_messages = args[1] if len(args) > 1 else kwargs.pop("messages")
+    results = []
+    completions = []
+    exceptions = []
+    times = []
+    with ThreadPoolExecutor() as executor:
+        for model in batch_models:
+            kwargs_modified = dict(kwargs)
+            args_modified = list(args)
+            if len(args) > 0:
+                args_modified[0] = model["model"]
+            else: 
+                kwargs_modified["model"] = model["model"] if isinstance(model, dict) and "model" in model else model # if model is a dictionary get it's value else assume it's a string
+                kwargs_modified["custom_llm_provider"] = model["custom_llm_provider"] if isinstance(model, dict) and "model" in model else None
+            for message_list in batch_messages:
+                if len(args) > 1:
+                    args_modified[1] = message_list
+                    future = executor.submit(litellm.completion, *args_modified, **kwargs_modified)
+                else:
+                    kwargs_modified["messages"] = message_list
+                    future = executor.submit(litellm.completion, *args_modified, **kwargs_modified)
+            completions.append(future)
+    
+    # Retrieve the results and calculate elapsed time for each completion call
+    for future in completions:
+        start_time = time.time()
+        try:
+            result = future.result()
+            end_time = time.time()
+            elapsed_time = end_time - start_time
+            result_dict = {"status": "succeeded", "response": future.result(), "response_time": elapsed_time}
+            results.append(result_dict)
+        except Exception as e:
+            end_time = time.time()
+            elapsed_time = end_time - start_time
+            result_dict = {"status": "succeeded", "response": e, "response_time": elapsed_time}
+            results.append(result_dict)
+    return results
+  except:
+     traceback.print_exc()
 
-def load_test_model(model: str, custom_llm_provider: str = None, custom_api_base: str = None, prompt: str = None, num_calls: int = None, force_timeout: int = None):
+def duration_test_model(original_function):
+    def wrapper_function(*args, **kwargs):
+        # Code to be executed before the original function
+        duration = kwargs.pop("duration", None)
+        interval = kwargs.pop("interval", None)
+        results = []
+        if duration and interval:
+            start_time = time.time()
+            end_time = start_time + duration  # default to 1hr duration
+            while time.time() < end_time:
+                result = original_function(*args, **kwargs)
+                results.append(result)
+                time.sleep(interval)
+        else:
+            result = original_function(*args, **kwargs)
+            results = result
+        return results
+
+    # Return the wrapper function
+    return wrapper_function
+
+@duration_test_model
+def load_test_model(model: str, custom_llm_provider: str = None, custom_api_base: str = None, prompt: str = None, num_calls: int = None, request_timeout: int = None):
   test_prompt = "Hey, how's it going"
   test_calls = 100
   if prompt:
@@ -47,11 +79,12 @@ def load_test_model(model: str, custom_llm_provider: str = None, custom_api_base
   messages = [[{"role": "user", "content": test_prompt}] for _ in range(test_calls)]
   start_time = time.time()
   try:
-    results = batch_completion(model=model, messages=messages, custom_llm_provider=custom_llm_provider, custom_api_base = custom_api_base, force_timeout=force_timeout)
+    results = testing_batch_completion(models=[model], messages=messages, custom_llm_provider=custom_llm_provider, custom_api_base = custom_api_base, force_timeout=request_timeout)
     end_time = time.time() 
     response_time = end_time - start_time
     return {"total_response_time": response_time, "calls_made": test_calls, "prompt": test_prompt, "results": results}
   except Exception as e:
+    traceback.print_exc()
     end_time = time.time() 
     response_time = end_time - start_time
     return {"total_response_time": response_time, "calls_made": test_calls, "prompt": test_prompt, "exception": e}
\ No newline at end of file
diff --git a/litellm/tests/test_load_test_model.py b/litellm/tests/test_load_test_model.py
index 373da1a6d..49f657c34 100644
--- a/litellm/tests/test_load_test_model.py
+++ b/litellm/tests/test_load_test_model.py
@@ -2,8 +2,21 @@ import sys, os
 import traceback
 sys.path.insert(0, os.path.abspath('../..'))  # Adds the parent directory to the system path
 import litellm
-from litellm import load_test_model
+from litellm import load_test_model, testing_batch_completion
 
+## Load Test Model 
 model="gpt-3.5-turbo"
 result = load_test_model(model=model, num_calls=5)
+print(result)
+print(len(result["results"]))
+
+## Duration Test Model 
+model="gpt-3.5-turbo"
+result = load_test_model(model=model, num_calls=5, duration=15, interval=15) # duration test the model for 2 minutes, sending 5 calls every 15s
+print(result)
+
+## Quality Test across Model 
+models = ["gpt-3.5-turbo", "gpt-3.5-turbo-16k", "gpt-4", "claude-instant-1", {"model": "replicate/llama-2-70b-chat:58d078176e02c219e11eb4da5a02a7830a283b14cf8f94537af893ccff5ee781", "custom_llm_provider": "replicate"}]
+messages =  [[{"role": "user", "content": "What is your name?"}]]
+result = testing_batch_completion(models=models, messages=messages)
 print(result)
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 8f839788d..3edf35bb2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
 version = "3.8.5"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -125,64 +123,20 @@ files = [
 frozenlist = ">=1.1.0"
 
 [[package]]
-name = "anthropic"
-version = "0.3.8"
-description = "Client library for the anthropic API"
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-files = [
-    {file = "anthropic-0.3.8-py3-none-any.whl", hash = "sha256:97ffe1bacc4214dc89b19f496cf2769746971e86f7c835a05aa21b76f260d279"},
-    {file = "anthropic-0.3.8.tar.gz", hash = "sha256:6651099807456c3b95b3879f5ad7d00f7e7e4f7649a2394d18032ab8be54ef16"},
-]
-
-[package.dependencies]
-anyio = ">=3.5.0,<4"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
-pydantic = ">=1.9.0,<2.0.0"
-tokenizers = ">=0.13.0"
-typing-extensions = ">=4.1.1,<5"
-
-[[package]]
-name = "anyio"
-version = "3.7.1"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
-]
-
-[package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
-
-[[package]]
-name = "async-timeout"
-version = "4.0.2"
-description = "Timeout context manager for asyncio programs"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
-    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
 [[package]]
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -197,23 +151,10 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
-[[package]]
-name = "backoff"
-version = "2.2.1"
-description = "Function decoration for backoff and retry"
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-files = [
-    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
-    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
-]
-
 [[package]]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -225,7 +166,6 @@ files = [
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -306,31 +246,10 @@ files = [
     {file = "charset_normalizer-3.2.0-py3-none-any.whl", hash = "sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6"},
 ]
 
-[[package]]
-name = "cohere"
-version = "4.19.2"
-description = ""
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-files = [
-    {file = "cohere-4.19.2-py3-none-any.whl", hash = "sha256:0b6a4fe04380a481a8e975ebcc9bb6433febe4d3eb583b6d6e04342a5e998345"},
-    {file = "cohere-4.19.2.tar.gz", hash = "sha256:a0b0fa698b3d3983fb328bb90d68fcf08faaa2268f3772ebc6bfea6ba55acf27"},
-]
-
-[package.dependencies]
-aiohttp = ">=3.0,<4.0"
-backoff = ">=2.0,<3.0"
-fastavro = {version = "1.8.2", markers = "python_version >= \"3.8\""}
-importlib_metadata = ">=6.0,<7.0"
-requests = ">=2.25.0,<3.0.0"
-urllib3 = ">=1.26,<3"
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -338,91 +257,10 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "distro"
-version = "1.8.0"
-description = "Distro - an OS platform information API"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "distro-1.8.0-py3-none-any.whl", hash = "sha256:99522ca3e365cac527b44bde033f64c6945d90eb9f769703caaec52b09bbd3ff"},
-    {file = "distro-1.8.0.tar.gz", hash = "sha256:02e111d1dc6a50abb8eed6bf31c3e48ed8b0830d1ea2a1b78c61765c2513fdd8"},
-]
-
-[[package]]
-name = "et-xmlfile"
-version = "1.1.0"
-description = "An implementation of lxml.xmlfile for the standard library"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "et_xmlfile-1.1.0-py3-none-any.whl", hash = "sha256:a2ba85d1d6a74ef63837eed693bcb89c3f752169b0e3e7ae5b16ca5e1b3deada"},
-    {file = "et_xmlfile-1.1.0.tar.gz", hash = "sha256:8eb9e2bc2f8c97e37a2dc85a09ecdcdec9d8a396530a6d5a33b30b9a92da0c5c"},
-]
-
-[[package]]
-name = "exceptiongroup"
-version = "1.1.2"
-description = "Backport of PEP 654 (exception groups)"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "exceptiongroup-1.1.2-py3-none-any.whl", hash = "sha256:e346e69d186172ca7cf029c8c1d16235aa0e04035e5750b4b95039e65204328f"},
-    {file = "exceptiongroup-1.1.2.tar.gz", hash = "sha256:12c3e887d6485d16943a309616de20ae5582633e0a2eda17f4e10fd61c1e8af5"},
-]
-
-[package.extras]
-test = ["pytest (>=6)"]
-
-[[package]]
-name = "fastavro"
-version = "1.8.2"
-description = "Fast read/write of AVRO files"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
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 version = "2.31.0"
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@@ -1125,50 +575,10 @@ urllib3 = ">=1.21.1,<3"
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 [package.extras]
 blobfile = ["blobfile (>=2)"]
 
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-
-[package.extras]
-dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
-docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
-
-[[package]]
-name = "tomli"
-version = "2.0.1"
-description = "A lil' TOML parser"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
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-]
-
 [[package]]
 name = "tqdm"
-version = "4.65.0"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
-[[package]]
-name = "types-pytz"
-version = "2023.3.0.0"
-description = "Typing stubs for pytz"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[[package]]
-name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
-]
-
-[[package]]
-name = "tzdata"
-version = "2023.3"
-description = "Provider of IANA time zone data"
-category = "main"
-optional = false
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
-]
-
 [[package]]
 name = "urllib3"
 version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1356,7 +661,6 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1440,23 +744,7 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
-[[package]]
-name = "zipp"
-version = "3.16.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
-
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "59b35d97e5b8fd2fb7e10a769ea08062bb54636e3c8a0278c5e30ca1a692aab8"
+content-hash = "fe7d88d91250950917244f8a6ffc8eba7bfc9aa84314ed6498131172ae4ef3cf"
diff --git a/pyproject.toml b/pyproject.toml
index 9edb2a2ab..851197166 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "0.1.401"
+version = "0.1.402"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT License"