diff --git a/api/onnx_web/chain/pipeline.py b/api/onnx_web/chain/pipeline.py
index d58cca86..c68f4632 100644
--- a/api/onnx_web/chain/pipeline.py
+++ b/api/onnx_web/chain/pipeline.py
@@ -140,8 +140,12 @@ class ChainPipeline:
             callback = ChainProgress.from_progress(callback)
 
         # set estimated totals
-        # TODO: should use self.steps, but size is not available here
-        callback.set_total(params.steps, stages=len(self.stages), tiles=0)
+        steps = params.steps
+        if "size" in pipeline_kwargs and isinstance(pipeline_kwargs["size"], Size):
+            size = pipeline_kwargs["size"]
+            steps = self.steps(params, size)
+
+        callback.set_total(steps, stages=len(self.stages), tiles=0)
 
         start = monotonic()
 
diff --git a/api/onnx_web/server/api.py b/api/onnx_web/server/api.py
index 02111afa..1166c0dd 100644
--- a/api/onnx_web/server/api.py
+++ b/api/onnx_web/server/api.py
@@ -685,9 +685,9 @@ def job_status(server: ServerContext, pool: DevicePoolExecutor):
                 server,
                 job_name,
                 status,
-                stages=Progress(progress.stages, 0),
-                steps=Progress(progress.steps, 0),
-                tiles=Progress(progress.tiles, 0),
+                stages=progress.stages,
+                steps=progress.steps,
+                tiles=progress.tiles,
                 outputs=outputs,
                 metadata=metadata,
             )