diff --git a/README.md b/README.md
index 45de31d..e1bc3c0 100644
--- a/README.md
+++ b/README.md
@@ -53,7 +53,7 @@ For video editing jobs, use the queue API to submit jobs and poll for results:
 async with DecartClient(api_key=os.getenv("DECART_API_KEY")) as client:
     # Submit and poll automatically
     result = await client.queue.submit_and_poll({
-        "model": models.video("lucy-clip"),
+        "model": models.video("lucy-latest"),
         "prompt": "Restyle this footage with anime shading and vibrant neon highlights",
         "data": open("input.mp4", "rb"),
         "on_status_change": lambda job: print(f"Status: {job.status}"),
@@ -72,7 +72,7 @@ Or manage the polling manually:
 async with DecartClient(api_key=os.getenv("DECART_API_KEY")) as client:
     # Submit the job
     job = await client.queue.submit({
-        "model": models.video("lucy-clip"),
+        "model": models.video("lucy-latest"),
         "prompt": "Add cinematic teal-and-orange grading and gentle film grain",
         "data": open("input.mp4", "rb"),
     })
diff --git a/decart/client.py b/decart/client.py
index 20ceab7..d9ff075 100644
--- a/decart/client.py
+++ b/decart/client.py
@@ -45,7 +45,7 @@ class DecartClient:
 
         # Video editing (async) - use queue
         result = await client.queue.submit_and_poll({
-            "model": models.video("lucy-clip"),
+            "model": models.video("lucy-latest"),
             "prompt": "Restyle this footage with anime shading and vibrant neon highlights",
             "data": open("input.mp4", "rb"),
         })
@@ -84,7 +84,7 @@ def queue(self) -> QueueClient:
             ```python
             # Submit and poll automatically
             result = await client.queue.submit_and_poll({
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Restyle this footage with anime shading and vibrant neon highlights",
                 "data": open("input.mp4", "rb"),
             })
diff --git a/decart/models.py b/decart/models.py
index 23f20aa..f2cdf2b 100644
--- a/decart/models.py
+++ b/decart/models.py
@@ -18,7 +18,6 @@
 ]
 VideoModels = Literal[
     # Canonical names
-    "lucy-clip",
     "lucy-2.1",
     "lucy-2.5",
     "lucy-vton-3.5",
@@ -28,9 +27,7 @@
     "lucy-latest",
     "lucy-vton-latest",
     "lucy-restyle-latest",
-    "lucy-clip-latest",
     # Deprecated / alias names
-    "lucy-pro-v2v",
     "lucy-restyle-v2v",
 ]
 ImageModels = Literal[
@@ -49,7 +46,6 @@
 
 MODEL_ALIASES: dict[str, str] = {
     # Video aliases
-    "lucy-pro-v2v": "lucy-clip",
     "lucy-restyle-v2v": "lucy-restyle-2",
     # Image aliases
     "lucy-pro-i2i": "lucy-image-2",
@@ -127,19 +123,6 @@ class ModelDefinition(DecartBaseModel, Generic[ModelT]):
 """Type alias for model definitions with arbitrary (non-registry) model names."""
 
 
-class VideoToVideoInput(DecartBaseModel):
-    prompt: str = Field(
-        ...,
-        min_length=1,
-        max_length=1000,
-    )
-    data: FileInput
-    reference_image: Optional[FileInput] = None
-    seed: Optional[int] = None
-    resolution: Optional[str] = None
-    enhance_prompt: Optional[bool] = None
-
-
 class VideoRestyleInput(DecartBaseModel):
     """Input for lucy-restyle-v2v model.
 
@@ -205,8 +188,8 @@ class ImageToImageInput(DecartBaseModel):
             name="lucy-2.1",
             url_path="/v1/stream",
             fps=30,
-            width=1088,
-            height=624,
+            width=1280,
+            height=720,
         ),
         "lucy-2.5": ModelDefinition(
             name="lucy-2.5",
@@ -228,8 +211,8 @@ class ImageToImageInput(DecartBaseModel):
             name="lucy-latest",
             url_path="/v1/stream",
             fps=30,
-            width=1088,
-            height=624,
+            width=1280,
+            height=720,
             supported_speeds=("fast",),
         ),
         # Server-side alias currently resolves to lucy-vton-3.6.
@@ -267,20 +250,12 @@ class ImageToImageInput(DecartBaseModel):
     },
     "video": {
         # Canonical names
-        "lucy-clip": ModelDefinition(
-            name="lucy-clip",
-            url_path="/v1/jobs/lucy-clip",
-            fps=25,
-            width=1280,
-            height=704,
-            input_schema=VideoToVideoInput,
-        ),
         "lucy-2.1": ModelDefinition(
             name="lucy-2.1",
             url_path="/v1/jobs/lucy-2.1",
             fps=20,
-            width=1088,
-            height=624,
+            width=1280,
+            height=720,
             input_schema=VideoEdit2Input,
         ),
         "lucy-2.5": ModelDefinition(
@@ -320,8 +295,8 @@ class ImageToImageInput(DecartBaseModel):
             name="lucy-latest",
             url_path="/v1/jobs/lucy-latest",
             fps=20,
-            width=1088,
-            height=624,
+            width=1280,
+            height=720,
             input_schema=VideoEdit2Input,
         ),
         # Server-side alias currently resolves to lucy-vton-3.6.
@@ -341,23 +316,7 @@ class ImageToImageInput(DecartBaseModel):
             height=704,
             input_schema=VideoRestyleInput,
         ),
-        "lucy-clip-latest": ModelDefinition(
-            name="lucy-clip-latest",
-            url_path="/v1/jobs/lucy-clip-latest",
-            fps=25,
-            width=1280,
-            height=704,
-            input_schema=VideoToVideoInput,
-        ),
         # Deprecated names
-        "lucy-pro-v2v": ModelDefinition(
-            name="lucy-pro-v2v",
-            url_path="/v1/jobs/lucy-pro-v2v",
-            fps=25,
-            width=1280,
-            height=704,
-            input_schema=VideoToVideoInput,
-        ),
         "lucy-restyle-v2v": ModelDefinition(
             name="lucy-restyle-v2v",
             url_path="/v1/jobs/lucy-restyle-v2v",
@@ -416,7 +375,6 @@ def video(model: VideoModels) -> VideoModelDefinition:
         Video models only support the queue API.
 
         Available models:
-            - "lucy-clip" - Video-to-video
             - "lucy-2.1" - Video editing (newer, higher quality)
             - "lucy-2.5" - Video editing (latest generation)
             - "lucy-restyle-2" - Video restyling with prompt or reference image
diff --git a/decart/queue/client.py b/decart/queue/client.py
index ef14a77..249b137 100644
--- a/decart/queue/client.py
+++ b/decart/queue/client.py
@@ -36,7 +36,7 @@ class QueueClient:
 
         # Option 1: Submit and poll automatically
         result = await client.queue.submit_and_poll({
-            "model": models.video("lucy-clip"),
+            "model": models.video("lucy-latest"),
             "prompt": "Restyle this clip with anime shading and saturated colors",
             "data": open("input.mp4", "rb"),
             "on_status_change": lambda job: print(f"Status: {job.status}"),
@@ -44,7 +44,7 @@ class QueueClient:
 
         # Option 2: Submit and poll manually
         job = await client.queue.submit({
-            "model": models.video("lucy-clip"),
+            "model": models.video("lucy-latest"),
             "prompt": "Add cinematic teal-and-orange grading and subtle film grain",
             "data": open("input.mp4", "rb"),
         })
diff --git a/examples/README.md b/examples/README.md
index 022e37d..4c65b66 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -20,7 +20,7 @@ export DECART_API_KEY="your-api-key-here"
 
 ### Process API
 
-- **`process_video.py`** - Edit a local video with `lucy-clip`
+- **`process_video.py`** - Edit a local video with `lucy-latest`
 - **`process_image.py`** - Edit the bundled example image with `lucy-image-2`
 - **`process_url.py`** - Transform videos from URLs
 
diff --git a/examples/process_url.py b/examples/process_url.py
index bceece4..29a8b34 100644
--- a/examples/process_url.py
+++ b/examples/process_url.py
@@ -13,7 +13,7 @@ async def main() -> None:
         print("Transforming video from URL...")
         result = await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Watercolor painting style",
                 "data": "https://docs.platform.decart.ai/assets/example-video.mp4",
                 "on_status_change": lambda job: print(f"  Status: {job.status}"),
diff --git a/examples/process_video.py b/examples/process_video.py
index 52ebcc3..30f4b0a 100644
--- a/examples/process_video.py
+++ b/examples/process_video.py
@@ -21,7 +21,7 @@ async def main() -> None:
         print("Editing video...")
         result = await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Restyle this footage with anime shading, vibrant highlights, and crisp outlines",
                 "data": video_path,
                 "enhance_prompt": True,
diff --git a/examples/queue_example.py b/examples/queue_example.py
index e15eb6e..cf3408a 100644
--- a/examples/queue_example.py
+++ b/examples/queue_example.py
@@ -16,10 +16,9 @@ async def main() -> None:
         print("Submitting job with automatic polling...")
         result = await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Give this clip a cinematic dusk grade with cooler shadows and warm highlights",
                 "data": video_path,
-                "resolution": "480p",
                 "on_status_change": lambda job: print(f"Job {job.job_id}: {job.status}"),
             }
         )
@@ -35,10 +34,9 @@ async def main() -> None:
         print("\nSubmitting job with manual polling...")
         job = await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Restyle the scene to feel like stop-motion miniatures with soft practical lighting",
                 "data": video_path,
-                "resolution": "480p",
             }
         )
         print(f"Job submitted: {job.job_id}")
diff --git a/test_ui.py b/test_ui.py
index 4cf8bf7..4e5e65c 100644
--- a/test_ui.py
+++ b/test_ui.py
@@ -82,7 +82,7 @@ async def process_video_v2v(
         client = get_client(api_key)
 
         options = {
-            "model": models.video("lucy-clip"),
+            "model": models.video("lucy-latest"),
             "prompt": prompt,
             "data": Path(input_video),
         }
diff --git a/tests/test_models.py b/tests/test_models.py
index 37dda90..9a22d9e 100644
--- a/tests/test_models.py
+++ b/tests/test_models.py
@@ -15,8 +15,8 @@ def test_canonical_realtime_models() -> None:
     model = models.realtime("lucy-2.1")
     assert model.name == "lucy-2.1"
     assert model.fps == 30
-    assert model.width == 1088
-    assert model.height == 624
+    assert model.width == 1280
+    assert model.height == 720
 
     model = models.realtime("lucy-2.5")
     assert model.name == "lucy-2.5"
@@ -43,16 +43,12 @@ def test_canonical_realtime_models() -> None:
 
 
 def test_canonical_video_models() -> None:
-    model = models.video("lucy-clip")
-    assert model.name == "lucy-clip"
-    assert model.url_path == "/v1/jobs/lucy-clip"
-
     model = models.video("lucy-2.1")
     assert model.name == "lucy-2.1"
     assert model.url_path == "/v1/jobs/lucy-2.1"
     assert model.fps == 20
-    assert model.width == 1088
-    assert model.height == 624
+    assert model.width == 1280
+    assert model.height == 720
 
     model = models.video("lucy-2.5")
     assert model.name == "lucy-2.5"
@@ -83,15 +79,6 @@ def test_canonical_video_models() -> None:
 def test_deprecated_video_models() -> None:
     _warned_aliases.clear()
 
-    with warnings.catch_warnings(record=True) as w:
-        warnings.simplefilter("always")
-        model = models.video("lucy-pro-v2v")
-        assert model.name == "lucy-pro-v2v"
-        assert len(w) == 1
-        assert "lucy-clip" in str(w[0].message)
-
-    _warned_aliases.clear()
-
     with warnings.catch_warnings(record=True) as w:
         warnings.simplefilter("always")
         model = models.video("lucy-restyle-v2v")
@@ -122,19 +109,22 @@ def test_deprecation_warning_only_once() -> None:
 
     with warnings.catch_warnings(record=True) as w:
         warnings.simplefilter("always")
-        models.video("lucy-pro-v2v")
-        models.video("lucy-pro-v2v")
-        models.video("lucy-pro-v2v")
+        models.video("lucy-restyle-v2v")
+        models.video("lucy-restyle-v2v")
+        models.video("lucy-restyle-v2v")
         assert len(w) == 1
 
 
 def test_latest_realtime_models() -> None:
+    # Server-side alias currently resolves to lucy-2.5 (same geometry).
     model = models.realtime("lucy-latest")
     assert model.name == "lucy-latest"
     assert model.url_path == "/v1/stream"
     assert model.fps == 30
-    assert model.width == 1088
-    assert model.height == 624
+    assert model.width == 1280
+    assert model.height == 720
+    resolved = models.realtime("lucy-2.5")
+    assert (model.width, model.height) == (resolved.width, resolved.height)
 
     # Server-side alias currently resolves to lucy-vton-3.6 (same geometry).
     model = models.realtime("lucy-vton-latest")
@@ -153,12 +143,15 @@ def test_latest_realtime_models() -> None:
 
 
 def test_latest_video_models() -> None:
+    # Server-side alias currently resolves to lucy-2.5 (same geometry).
     model = models.video("lucy-latest")
     assert model.name == "lucy-latest"
     assert model.url_path == "/v1/jobs/lucy-latest"
     assert model.fps == 20
-    assert model.width == 1088
-    assert model.height == 624
+    assert model.width == 1280
+    assert model.height == 720
+    resolved = models.video("lucy-2.5")
+    assert (model.width, model.height) == (resolved.width, resolved.height)
 
     # Server-side alias currently resolves to lucy-vton-3.6 (same geometry).
     model = models.video("lucy-vton-latest")
@@ -173,11 +166,6 @@ def test_latest_video_models() -> None:
     assert model.url_path == "/v1/jobs/lucy-restyle-latest"
     assert model.fps == 22
 
-    model = models.video("lucy-clip-latest")
-    assert model.name == "lucy-clip-latest"
-    assert model.url_path == "/v1/jobs/lucy-clip-latest"
-    assert model.fps == 25
-
 
 def test_latest_image_models() -> None:
     model = models.image("lucy-image-latest")
@@ -196,7 +184,6 @@ def test_latest_aliases_no_deprecation_warning() -> None:
         models.video("lucy-latest")
         models.video("lucy-vton-latest")
         models.video("lucy-restyle-latest")
-        models.video("lucy-clip-latest")
         models.image("lucy-image-latest")
         assert len(w) == 0
 
diff --git a/tests/test_queue.py b/tests/test_queue.py
index b45ed0c..bc8d338 100644
--- a/tests/test_queue.py
+++ b/tests/test_queue.py
@@ -21,7 +21,7 @@ async def test_queue_submit_video_to_video_basic() -> None:
 
         job = await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Restyle this clip with a cinematic dusk grade",
                 "data": b"fake video data",
                 "seed": 42,
@@ -43,7 +43,7 @@ async def test_queue_submit_video_to_video() -> None:
 
         job = await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Anime style",
                 "data": b"fake video data",
                 "enhance_prompt": True,
@@ -149,7 +149,7 @@ async def test_queue_submit_and_poll_completed() -> None:
 
         result = await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Add anime shading and crisp outlines",
                 "data": b"fake video data",
             }
@@ -175,7 +175,7 @@ async def test_queue_submit_and_poll_failed() -> None:
 
         result = await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Add anime shading and crisp outlines",
                 "data": b"fake video data",
             }
@@ -210,7 +210,7 @@ def on_status_change(job):
 
         await client.queue.submit_and_poll(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Add anime shading and crisp outlines",
                 "data": b"fake video data",
                 "on_status_change": on_status_change,
@@ -230,7 +230,7 @@ async def test_queue_submit_missing_required_field() -> None:
     with pytest.raises(DecartSDKError):
         await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 # Missing 'prompt' and 'data' which are required for v2v
             }
         )
@@ -245,13 +245,13 @@ async def test_queue_submit_max_prompt_length() -> None:
     with pytest.raises(DecartSDKError) as exception:
         await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": prompt,
                 "data": b"fake video data",
             }
         )
 
-    assert "Invalid inputs for lucy-clip" in str(exception)
+    assert "Invalid inputs for lucy-latest" in str(exception)
 
 
 @pytest.mark.asyncio
@@ -275,7 +275,7 @@ async def test_queue_includes_user_agent_header() -> None:
 
         await client.queue.submit(
             {
-                "model": models.video("lucy-clip"),
+                "model": models.video("lucy-latest"),
                 "prompt": "Apply a cinematic grade",
                 "data": b"fake video data",
             }
@@ -287,7 +287,7 @@ async def test_queue_includes_user_agent_header() -> None:
 
         assert "User-Agent" in headers
         assert headers["User-Agent"].startswith("decart-python-sdk/")
-        assert mock_session.post.call_args.args[0] == "https://api.decart.ai/v1/jobs/lucy-clip"
+        assert mock_session.post.call_args.args[0] == "https://api.decart.ai/v1/jobs/lucy-latest"
 
 
 @pytest.mark.asyncio
@@ -312,7 +312,7 @@ async def test_queue_submit_surfaces_backend_error() -> None:
         with pytest.raises(QueueSubmitError) as exc_info:
             await client.queue.submit(
                 {
-                    "model": models.video("lucy-clip"),
+                    "model": models.video("lucy-latest"),
                     "prompt": "Apply a cinematic grade",
                     "data": b"fake video data",
                 }