runloopai · sid-rl · Dec 20, 2025 · Dec 20, 2025
diff --git a/src/runloop_api_client/sdk/__init__.py b/src/runloop_api_client/sdk/__init__.py
@@ -5,7 +5,17 @@
 
 from __future__ import annotations
 
-from .sync import AgentOps, DevboxOps, ScorerOps, RunloopSDK, ScenarioOps, SnapshotOps, BlueprintOps, StorageObjectOps
+from .sync import (
+    AgentOps,
+    DevboxOps,
+    ScorerOps,
+    RunloopSDK,
+    ScenarioOps,
+    SnapshotOps,
+    BenchmarkOps,
+    BlueprintOps,
+    StorageObjectOps,
+)
 from .agent import Agent
 from ._types import ScenarioPreview
 from .async_ import (
@@ -15,6 +25,7 @@
     AsyncRunloopSDK,
     AsyncScenarioOps,
     AsyncSnapshotOps,
+    AsyncBenchmarkOps,
     AsyncBlueprintOps,
     AsyncStorageObjectOps,
 )
@@ -51,6 +62,8 @@
     # Management interfaces
     "AgentOps",
     "AsyncAgentOps",
+    "BenchmarkOps",
+    "AsyncBenchmarkOps",
     "DevboxOps",
     "AsyncDevboxOps",
     "BlueprintOps",
@@ -66,6 +79,10 @@
     # Resource classes
     "Agent",
     "AsyncAgent",
+    "Benchmark",
+    "AsyncBenchmark",
+    "BenchmarkRun",
+    "AsyncBenchmarkRun",
     "Devbox",
     "AsyncDevbox",
     "Execution",
@@ -89,8 +106,4 @@
     "AsyncStorageObject",
     "NamedShell",
     "AsyncNamedShell",
-    "BenchmarkRun",
-    "AsyncBenchmarkRun",
-    "Benchmark",
-    "AsyncBenchmark",
 ]
diff --git a/src/runloop_api_client/sdk/_types.py b/src/runloop_api_client/sdk/_types.py
@@ -11,9 +11,11 @@
     DevboxCreateParams,
     ObjectCreateParams,
     ScenarioListParams,
+    BenchmarkListParams,
     BlueprintListParams,
     ObjectDownloadParams,
     ScenarioUpdateParams,
+    BenchmarkCreateParams,
     BenchmarkUpdateParams,
     BlueprintCreateParams,
     DevboxUploadFileParams,
@@ -212,6 +214,14 @@ class ScenarioPreview(ScenarioView):
     """The input context for the Scenario."""
 
 
+class SDKBenchmarkCreateParams(BenchmarkCreateParams, LongRequestOptions):
+    pass
+
+
+class SDKBenchmarkListParams(BenchmarkListParams, BaseRequestOptions):
+    pass
+
+
 class SDKBenchmarkUpdateParams(BenchmarkUpdateParams, LongRequestOptions):
     pass
 

diff --git a/src/runloop_api_client/sdk/async_.py b/src/runloop_api_client/sdk/async_.py
@@ -21,7 +21,9 @@
     SDKObjectCreateParams,
     SDKScenarioListParams,
     SDKScorerCreateParams,
+    SDKBenchmarkListParams,
     SDKBlueprintListParams,
+    SDKBenchmarkCreateParams,
     SDKBlueprintCreateParams,
     SDKDiskSnapshotListParams,
     SDKDevboxCreateFromImageParams,
@@ -34,6 +36,7 @@
 from .async_scorer import AsyncScorer
 from .async_scenario import AsyncScenario
 from .async_snapshot import AsyncSnapshot
+from .async_benchmark import AsyncBenchmark
 from .async_blueprint import AsyncBlueprint
 from ..lib.context_loader import TarFilter, build_directory_tar
 from .async_storage_object import AsyncStorageObject
@@ -815,6 +818,55 @@ async def list(self, **params: Unpack[SDKScenarioListParams]) -> list[AsyncScena
         return [AsyncScenario(self._client, item.id) async for item in page]
 
 
+class AsyncBenchmarkOps:
+    """Manage benchmarks (async). Access via ``runloop.benchmark``.
+
+    Example:
+        >>> runloop = AsyncRunloopSDK()
+        >>> benchmarks = await runloop.benchmark.list()
+        >>> benchmark = runloop.benchmark.from_id("bmd_xxx")
+        >>> run = await benchmark.start_run(run_name="evaluation-v1")
+    """
+
+    def __init__(self, client: AsyncRunloop) -> None:
+        """Initialize AsyncBenchmarkOps.
+
+        :param client: AsyncRunloop client instance
+        :type client: AsyncRunloop
+        """
+        self._client = client
+
+    async def create(self, **params: Unpack[SDKBenchmarkCreateParams]) -> AsyncBenchmark:
+        """Create a new benchmark.
+
+        :param params: See :typeddict:`~runloop_api_client.sdk._types.SDKBenchmarkCreateParams` for available parameters
+        :return: The newly created benchmark
+        :rtype: AsyncBenchmark
+        """
+        response = await self._client.benchmarks.create(**params)
+        return AsyncBenchmark(self._client, response.id)
+
+    def from_id(self, benchmark_id: str) -> AsyncBenchmark:
+        """Get an AsyncBenchmark instance for an existing benchmark ID.
+
+        :param benchmark_id: ID of the benchmark
+        :type benchmark_id: str
+        :return: AsyncBenchmark instance for the given ID
+        :rtype: AsyncBenchmark
+        """
+        return AsyncBenchmark(self._client, benchmark_id)
+
+    async def list(self, **params: Unpack[SDKBenchmarkListParams]) -> list[AsyncBenchmark]:
+        """List all benchmarks, optionally filtered by parameters.
+
+        :param params: See :typeddict:`~runloop_api_client.sdk._types.SDKBenchmarkListParams` for available parameters
+        :return: List of benchmarks
+        :rtype: list[AsyncBenchmark]
+        """
+        page = await self._client.benchmarks.list(**params)
+        return [AsyncBenchmark(self._client, item.id) for item in page.benchmarks]
+
+
 class AsyncRunloopSDK:
     """High-level asynchronous entry point for the Runloop SDK.
 
@@ -826,6 +878,8 @@ class AsyncRunloopSDK:
     :vartype api: AsyncRunloop
     :ivar agent: High-level async interface for agent management.
     :vartype agent: AsyncAgentOps
+    :ivar benchmark: High-level async interface for benchmark management
+    :vartype benchmark: AsyncBenchmarkOps
     :ivar devbox: High-level async interface for devbox management
     :vartype devbox: AsyncDevboxOps
     :ivar blueprint: High-level async interface for blueprint management
@@ -849,6 +903,7 @@ class AsyncRunloopSDK:
 
     api: AsyncRunloop
     agent: AsyncAgentOps
+    benchmark: AsyncBenchmarkOps
     devbox: AsyncDevboxOps
     blueprint: AsyncBlueprintOps
     scenario: AsyncScenarioOps
@@ -895,6 +950,7 @@ def __init__(
         )
 
         self.agent = AsyncAgentOps(self.api)
+        self.benchmark = AsyncBenchmarkOps(self.api)
         self.devbox = AsyncDevboxOps(self.api)
         self.blueprint = AsyncBlueprintOps(self.api)
         self.scenario = AsyncScenarioOps(self.api)

diff --git a/src/runloop_api_client/sdk/sync.py b/src/runloop_api_client/sdk/sync.py
@@ -21,7 +21,9 @@
     SDKObjectCreateParams,
     SDKScenarioListParams,
     SDKScorerCreateParams,
+    SDKBenchmarkListParams,
     SDKBlueprintListParams,
+    SDKBenchmarkCreateParams,
     SDKBlueprintCreateParams,
     SDKDiskSnapshotListParams,
     SDKDevboxCreateFromImageParams,
@@ -33,6 +35,7 @@
 from ._helpers import detect_content_type
 from .scenario import Scenario
 from .snapshot import Snapshot
+from .benchmark import Benchmark
 from .blueprint import Blueprint
 from .storage_object import StorageObject
 from .scenario_builder import ScenarioBuilder
@@ -840,6 +843,55 @@ def list(self, **params: Unpack[SDKScenarioListParams]) -> list[Scenario]:
         return [Scenario(self._client, item.id) for item in page]
 
 
+class BenchmarkOps:
+    """Manage benchmarks. Access via ``runloop.benchmark``.
+
+    Example:
+        >>> runloop = RunloopSDK()
+        >>> benchmarks = runloop.benchmark.list()
+        >>> benchmark = runloop.benchmark.from_id("bmd_xxx")
+        >>> run = benchmark.start_run(run_name="evaluation-v1")
+    """
+
+    def __init__(self, client: Runloop) -> None:
+        """Initialize BenchmarkOps.
+
+        :param client: Runloop client instance
+        :type client: Runloop
+        """
+        self._client = client
+
+    def create(self, **params: Unpack[SDKBenchmarkCreateParams]) -> Benchmark:
+        """Create a new benchmark.
+
+        :param params: See :typeddict:`~runloop_api_client.sdk._types.SDKBenchmarkCreateParams` for available parameters
+        :return: The newly created benchmark
+        :rtype: Benchmark
+        """
+        response = self._client.benchmarks.create(**params)
+        return Benchmark(self._client, response.id)
+
+    def from_id(self, benchmark_id: str) -> Benchmark:
+        """Get a Benchmark instance for an existing benchmark ID.
+
+        :param benchmark_id: ID of the benchmark
+        :type benchmark_id: str
+        :return: Benchmark instance for the given ID
+        :rtype: Benchmark
+        """
+        return Benchmark(self._client, benchmark_id)
+
+    def list(self, **params: Unpack[SDKBenchmarkListParams]) -> list[Benchmark]:
+        """List all benchmarks, optionally filtered by parameters.
+
+        :param params: See :typeddict:`~runloop_api_client.sdk._types.SDKBenchmarkListParams` for available parameters
+        :return: List of benchmarks
+        :rtype: list[Benchmark]
+        """
+        page = self._client.benchmarks.list(**params)
+        return [Benchmark(self._client, item.id) for item in page.benchmarks]
+
+
 class RunloopSDK:
     """High-level synchronous entry point for the Runloop SDK.
 
@@ -851,6 +903,8 @@ class RunloopSDK:
     :vartype api: Runloop
     :ivar agent: High-level interface for agent management.
     :vartype agent: AgentOps
+    :ivar benchmark: High-level interface for benchmark management
+    :vartype benchmark: BenchmarkOps
     :ivar devbox: High-level interface for devbox management
     :vartype devbox: DevboxOps
     :ivar blueprint: High-level interface for blueprint management
@@ -874,6 +928,7 @@ class RunloopSDK:
 
     api: Runloop
     agent: AgentOps
+    benchmark: BenchmarkOps
     devbox: DevboxOps
     blueprint: BlueprintOps
     scenario: ScenarioOps
@@ -920,6 +975,7 @@ def __init__(
         )
 
         self.agent = AgentOps(self.api)
+        self.benchmark = BenchmarkOps(self.api)
         self.devbox = DevboxOps(self.api)
         self.blueprint = BlueprintOps(self.api)
         self.scenario = ScenarioOps(self.api)

diff --git a/tests/sdk/test_async_ops.py b/tests/sdk/test_async_ops.py
@@ -17,6 +17,7 @@
     MockScorerView,
     MockScenarioView,
     MockSnapshotView,
+    MockBenchmarkView,
     MockBlueprintView,
     create_mock_httpx_response,
 )
@@ -27,12 +28,14 @@
     AsyncAgentOps,
     AsyncScenario,
     AsyncSnapshot,
+    AsyncBenchmark,
     AsyncBlueprint,
     AsyncDevboxOps,
     AsyncScorerOps,
     AsyncRunloopSDK,
     AsyncScenarioOps,
     AsyncSnapshotOps,
+    AsyncBenchmarkOps,
     AsyncBlueprintOps,
     AsyncStorageObject,
     AsyncStorageObjectOps,
@@ -1200,6 +1203,62 @@ async def async_iter():
         mock_async_client.scenarios.list.assert_awaited_once()
 
 
+class TestAsyncBenchmarkOps:
+    """Tests for AsyncBenchmarkOps class."""
+
+    @pytest.mark.asyncio
+    async def test_create(self, mock_async_client: AsyncMock, benchmark_view: MockBenchmarkView) -> None:
+        """Test create method."""
+        mock_async_client.benchmarks.create = AsyncMock(return_value=benchmark_view)
+
+        ops = AsyncBenchmarkOps(mock_async_client)
+        benchmark = await ops.create(name="test-benchmark", scenario_ids=["scn_001", "scn_002"])
+
+        assert isinstance(benchmark, AsyncBenchmark)
+        assert benchmark.id == "bmd_123"
+        mock_async_client.benchmarks.create.assert_awaited_once_with(
+            name="test-benchmark", scenario_ids=["scn_001", "scn_002"]
+        )
+
+    def test_from_id(self, mock_async_client: AsyncMock) -> None:
+        """Test from_id method."""
+        ops = AsyncBenchmarkOps(mock_async_client)
+        benchmark = ops.from_id("bmd_123")
+
+        assert isinstance(benchmark, AsyncBenchmark)
+        assert benchmark.id == "bmd_123"
+
+    @pytest.mark.asyncio
+    async def test_list_multiple(self, mock_async_client: AsyncMock) -> None:
+        """Test list method with multiple results."""
+        benchmark_view1 = MockBenchmarkView(id="bmd_001", name="benchmark-1")
+        benchmark_view2 = MockBenchmarkView(id="bmd_002", name="benchmark-2")
+        page = SimpleNamespace(benchmarks=[benchmark_view1, benchmark_view2])
+        mock_async_client.benchmarks.list = AsyncMock(return_value=page)
+
+        ops = AsyncBenchmarkOps(mock_async_client)
+        benchmarks = await ops.list(limit=10)
+
+        assert len(benchmarks) == 2
+        assert isinstance(benchmarks[0], AsyncBenchmark)
+        assert isinstance(benchmarks[1], AsyncBenchmark)
+        assert benchmarks[0].id == "bmd_001"
+        assert benchmarks[1].id == "bmd_002"
+        mock_async_client.benchmarks.list.assert_awaited_once_with(limit=10)
+
+    @pytest.mark.asyncio
+    async def test_list_with_name_filter(self, mock_async_client: AsyncMock, benchmark_view: MockBenchmarkView) -> None:
+        """Test list method with name filter."""
+        page = SimpleNamespace(benchmarks=[benchmark_view])
+        mock_async_client.benchmarks.list = AsyncMock(return_value=page)
+
+        ops = AsyncBenchmarkOps(mock_async_client)
+        benchmarks = await ops.list(name="test-benchmark", limit=10)
+
+        assert len(benchmarks) == 1
+        mock_async_client.benchmarks.list.assert_awaited_once_with(name="test-benchmark", limit=10)
+
+
 class TestAsyncRunloopSDK:
     """Tests for AsyncRunloopSDK class."""
 
@@ -1208,6 +1267,7 @@ def test_init(self) -> None:
         runloop = AsyncRunloopSDK(bearer_token="test-token")
         assert runloop.api is not None
         assert isinstance(runloop.agent, AsyncAgentOps)
+        assert isinstance(runloop.benchmark, AsyncBenchmarkOps)
         assert isinstance(runloop.devbox, AsyncDevboxOps)
         assert isinstance(runloop.scorer, AsyncScorerOps)
         assert isinstance(runloop.snapshot, AsyncSnapshotOps)