diff --git a/backend/fluksio/api/routes/runs.py b/backend/fluksio/api/routes/runs.py
index 123355e..64479c9 100644
--- a/backend/fluksio/api/routes/runs.py
+++ b/backend/fluksio/api/routes/runs.py
@@ -27,7 +27,7 @@ from fluksio.core.config import settings
 from fluksio.core.db import writing
 from fluksio.flow.events import event_bus
 from fluksio.flow.messages import requalify
-from fluksio.flow.runs import RunRejected, RunService, new_run_id
+from fluksio.flow.runs import OUTPUT_CAP, RunRejected, RunService, new_run_id
 from fluksio.flow.store import FlowNotFound
 from fluksio.models import Message, Run, RunArtifact, RunMetric, RunNode
 
@@ -800,6 +800,28 @@ def read_run(run_id: str, session: SessionDep) -> Any:
     return detail
 
 
+@router.get("/{run_id}/nodes/{node}/outputs", response_model=dict[str, Any] | None)
+def read_node_outputs(run_id: str, node: str, session: SessionDep) -> Any:
+    """What one node returned, by message, as the stage cache stored it.
+
+    Kept only for a node that succeeded and may be reused, and only up to
+    256 kB of JSON. Null when the node published nothing.
+    """
+    row = session.get(RunNode, {"run_id": run_id, "node": node})
+    if row is None:
+        raise HTTPException(status_code=404, detail=f"No node '{node}' in this run")
+    if row.outputs is None:
+        raise HTTPException(
+            status_code=404,
+            detail=(
+                f"Node '{node}' kept no outputs. It failed, may not be cached, "
+                f"or returned more than {OUTPUT_CAP // 1000} kB or a value JSON "
+                "cannot carry."
+            ),
+        )
+    return json.loads(row.outputs)
+
+
 @router.post("/{run_id}/cancel", response_model=RunRow)
 async def cancel_run(run_id: str, request: Request, session: SessionDep) -> Any:
     """Stop a run. One already past its last node is left as it finished."""
diff --git a/backend/tests/api/routes/test_runs.py b/backend/tests/api/routes/test_runs.py
index c982b9c..902d87c 100644
--- a/backend/tests/api/routes/test_runs.py
+++ b/backend/tests/api/routes/test_runs.py
@@ -1115,6 +1115,37 @@ def test_a_curve_whose_run_is_gone_is_empty_rather_than_an_error(
     assert node["curve_lost"] is True
 
 
+def test_a_node_answers_with_what_it_returned(client, superuser_token_headers):
+    """What the stage cache stored, and a 404 that says why for a node without."""
+    run_id = new_run_id()
+    with Session(db_engine) as session:
+        session.add(
+            Run(id=run_id, flow="study", status="ok", created_at=datetime.now(UTC))
+        )
+        session.add(RunNode(run_id=run_id, node="fit", outputs='{"study.loss":0.5}'))
+        session.add(RunNode(run_id=run_id, node="plot", status="error"))
+        session.commit()
+    url = f"{settings.API_V1_STR}/runs/{run_id}/nodes"
+    try:
+        kept = client.get(f"{url}/fit/outputs", headers=superuser_token_headers)
+        assert kept.json() == {"study.loss": 0.5}
+
+        none = client.get(f"{url}/plot/outputs", headers=superuser_token_headers)
+        assert none.status_code == 404
+        assert "kept no outputs" in none.json()["detail"]
+
+        absent = client.get(f"{url}/nope/outputs", headers=superuser_token_headers)
+        assert absent.status_code == 404
+    finally:
+        with Session(db_engine) as session:
+            for row in session.exec(
+                select(RunNode).where(col(RunNode.run_id) == run_id)
+            ).all():
+                session.delete(row)
+            session.delete(session.get(Run, run_id))
+            session.commit()
+
+
 def _metric(run_id: str, name: str, step: int, value: float, ts: float) -> RunMetric:
     return RunMetric(run_id=run_id, name=name, step=step, value=value, ts=ts)
 
diff --git a/docs/code/api.md b/docs/code/api.md
index 16a8a50..d8f6bd6 100644
--- a/docs/code/api.md
+++ b/docs/code/api.md
@@ -128,6 +128,7 @@ values. You can publish only to declared messages, just as dashboard controls do
 | `GET` | `/runs` | query history |
 | `GET` | `/runs/overview` | summarize runs per flow |
 | `GET` | `/runs/{id}` | read parameters, results, nodes, and artifacts |
+| `GET` | `/runs/{id}/nodes/{node}/outputs` | read what one node returned |
 | `POST` | `/runs/{id}/cancel`, `/runs/{id}/retry` | cancel, or create a retry |
 | `DELETE` | `/runs/{id}` | delete a finished run and its records |
 | `DELETE` | `/runs?flow={name}` | delete a flow's runs; refused while any are active |
@@ -144,6 +145,10 @@ History filters include `flow`, `status`, `group`, `digest`, `since`,
 `before`, `limit`, and `offset`. Rows arrive newest first; use the last
 row's `created_at` as `before` for stable pagination.
 
+A node's outputs come from the stage cache, so only a node that succeeded
+and may be cached has them, up to 256 kB of JSON. Any other node answers
+`404`.
+
 Exports also accept `ids` and `until`, with `format=csv` or `jsonl`.
 The metrics export is a long table; the runs export is one row per run.
 Use `params` and `metrics` to choose columns, including dotted paths into
diff --git a/frontend/src/client/sdk.gen.ts b/frontend/src/client/sdk.gen.ts
index 48b1be5..18235f7 100644
--- a/frontend/src/client/sdk.gen.ts
+++ b/frontend/src/client/sdk.gen.ts
@@ -3,7 +3,7 @@
 import type { CancelablePromise } from './core/CancelablePromise';
 import { OpenAPI } from './core/OpenAPI';
 import { request as __request } from './core/request';
-import type { AiReadAiConfigResponse, AiUpdateAiConfigData, AiUpdateAiConfigResponse, AiDeleteAiConfigResponse, AiListAiModelsData, AiListAiModelsResponse, AiReadAiStatusResponse, AiReadControlNodesResponse, AiReadChatResponse, AiChatData, AiChatResponse, AiClearChatResponse, AlertsReadAlertsConfigResponse, AlertsSaveAlertsConfigData, AlertsSaveAlertsConfigResponse, AlertsReadWebpushKeyResponse, AlertsAddWebpushSubscriptionData, AlertsAddWebpushSubscriptionResponse, AlertsRemoveWebpushSubscriptionData, AlertsRemoveWebpushSubscriptionResponse, AlertsTestChannelData, AlertsTestChannelResponse, ArtifactsPutArtifactData, ArtifactsPutArtifactResponse, ArtifactsGetArtifactData, ArtifactsGetArtifactResponse, CloudReadStatusResponse, CloudEnrollData, CloudEnrollResponse, CloudAddRemoteUserData, CloudAddRemoteUserResponse, CloudDisconnectResponse, ConnectorsReadConnectorStateData, ConnectorsReadConnectorStateResponse, ConnectorsClearConnectorStateData, ConnectorsClearConnectorStateResponse, ConnectorsDeleteConnectorStateData, ConnectorsDeleteConnectorStateResponse, DashboardsReadDashboardsResponse, DashboardsReadDashboardData, DashboardsReadDashboardResponse, DashboardsCreateDashboardData, DashboardsCreateDashboardResponse, DashboardsSaveDashboardData, DashboardsSaveDashboardResponse, DashboardsDeleteDashboardData, DashboardsDeleteDashboardResponse, DashboardsGenerateResultsDashboardData, DashboardsGenerateResultsDashboardResponse, DashboardsPublishDashboardData, DashboardsPublishDashboardResponse, DashboardsDiscardDashboardDraftData, DashboardsDiscardDashboardDraftResponse, DashboardsRenameDashboardData, DashboardsRenameDashboardResponse, FlavorsReadFlavorsResponse, FlavorsCreateFlavorData, FlavorsCreateFlavorResponse, FlavorsUpdateFlavorData, FlavorsUpdateFlavorResponse, FlavorsDeleteFlavorData, FlavorsDeleteFlavorResponse, FlowsReadFlowsResponse, FlowsReadNodeTypesResponse, FlowsReadGraphResponse, FlowsReadLibraryResponse, FlowsDeleteSharedNodeData, FlowsDeleteSharedNodeResponse, FlowsReadFlowData, FlowsReadFlowResponse, FlowsSaveFlowData, FlowsSaveFlowResponse, FlowsDeleteFlowData, FlowsDeleteFlowResponse, FlowsPublishFlowData, FlowsPublishFlowResponse, FlowsDiscardDraftData, FlowsDiscardDraftResponse, FlowsRenameFlowData, FlowsRenameFlowResponse, FlowsReadNodeSourceData, FlowsReadNodeSourceResponse, FlowsSaveNodeSourceData, FlowsSaveNodeSourceResponse, FlowsShareNodeData, FlowsShareNodeResponse, FlowsUnshareNodeData, FlowsUnshareNodeResponse, FlowsStartFlowData, FlowsStartFlowResponse, FlowsStopFlowData, FlowsStopFlowResponse, FlowsPauseFlowData, FlowsPauseFlowResponse, FlowsResumeFlowData, FlowsResumeFlowResponse, FlowsStepFlowData, FlowsStepFlowResponse, FlowsValidateFlowData, FlowsValidateFlowResponse, FlowsRunFlowData, FlowsRunFlowResponse, FlowsTriggerNodeData, FlowsTriggerNodeResponse, FlowsCancelNodeData, FlowsCancelNodeResponse, FlowsAcknowledgeNodeErrorData, FlowsAcknowledgeNodeErrorResponse, FlowsReadFlowStateData, FlowsReadFlowStateResponse, FlowsReadMessageHistoryData, FlowsReadMessageHistoryResponse, FlowsIssueSocketTicketResponse, LoginLoginAccessTokenData, LoginLoginAccessTokenResponse, LoginTestTokenResponse, LoginRecoverPasswordData, LoginRecoverPasswordResponse, LoginResetPasswordData, LoginResetPasswordResponse, LoginRecoverPasswordHtmlContentData, LoginRecoverPasswordHtmlContentResponse, MessagesReadMessagesResponse, MessagesPublishMessageData, MessagesPublishMessageResponse, MessagesReadMessageHistoryData, MessagesReadMessageHistoryResponse, ModulesReadModulesResponse, ModulesApplyModulesData, ModulesApplyModulesResponse, ModulesRefreshModulesResponse, OauthRegisterClientData, OauthRegisterClientResponse, OauthAuthorizeValidateData, OauthAuthorizeValidateResponse, OauthAuthorizeData, OauthAuthorizeResponse, OauthTokenData, OauthTokenResponse, OauthReadClientsResponse, OauthRevokeClientData, OauthRevokeClientResponse, ObservabilityReadSummaryResponse, ObservabilityReadTimeseriesData, ObservabilityReadTimeseriesResponse, ObservabilityReadFlowRollupsData, ObservabilityReadFlowRollupsResponse, ObservabilityReadRunsData, ObservabilityReadRunsResponse, ObservabilityReadEventsData, ObservabilityReadEventsResponse, ObservabilityReadDeadLettersData, ObservabilityReadDeadLettersResponse, ObservabilityFlushMetricsResponse, PanelsReadPanelsResponse, PanelsSavePanelsData, PanelsSavePanelsResponse, PanelsStartPairingResponse, PanelsPollPairingData, PanelsPollPairingResponse, PanelsPendingDeviceData, PanelsPendingDeviceResponse, PanelsApprovePairingData, PanelsApprovePairingResponse, PanelsUnpairPanelData, PanelsUnpairPanelResponse, PanelsReadPanelData, PanelsReadPanelResponse, PrivateCreateUserData, PrivateCreateUserResponse, RunsCreateRunData, RunsCreateRunResponse, RunsCreateSweepData, RunsCreateSweepResponse, RunsImportRunsData, RunsImportRunsResponse, RunsReadRunsData, RunsReadRunsResponse, RunsDeleteRunsData, RunsDeleteRunsResponse, RunsReadOverviewResponse, RunsExportMetricsData, RunsExportMetricsResponse, RunsExportRunsData, RunsExportRunsResponse, RunsReadMetricNamesData, RunsReadMetricNamesResponse, RunsReadRunData, RunsReadRunResponse, RunsDeleteRunData, RunsDeleteRunResponse, RunsCancelRunData, RunsCancelRunResponse, RunsRetryRunData, RunsRetryRunResponse, RunsReadMetricsData, RunsReadMetricsResponse, RunsCompareMetricData, RunsCompareMetricResponse, SearchReadSearchIndexResponse, SecretsReadSecretsResponse, SecretsSaveSecretData, SecretsSaveSecretResponse, SecretsDeleteSecretData, SecretsDeleteSecretResponse, UsersReadUsersData, UsersReadUsersResponse, UsersCreateUserData, UsersCreateUserResponse, UsersReadUserMeResponse, UsersDeleteUserMeResponse, UsersUpdateUserMeData, UsersUpdateUserMeResponse, UsersUpdatePasswordMeData, UsersUpdatePasswordMeResponse, UsersRegisterUserData, UsersRegisterUserResponse, UsersReadUserByIdData, UsersReadUserByIdResponse, UsersUpdateUserData, UsersUpdateUserResponse, UsersDeleteUserData, UsersDeleteUserResponse, UtilsTestEmailData, UtilsTestEmailResponse, UtilsReadConfigResponse, UtilsHealthCheckResponse, UtilsHealthResponse, WorkersReadWorkersResponse, WorkersReadResourcesResponse, WorkersReadTokensResponse, WorkersIssueTokenData, WorkersIssueTokenResponse, WorkersRevokeTokenData, WorkersRevokeTokenResponse, WorkersReadRuntimeResponse } from './types.gen';
+import type { AiReadAiConfigResponse, AiUpdateAiConfigData, AiUpdateAiConfigResponse, AiDeleteAiConfigResponse, AiListAiModelsData, AiListAiModelsResponse, AiReadAiStatusResponse, AiReadControlNodesResponse, AiReadChatResponse, AiChatData, AiChatResponse, AiClearChatResponse, AlertsReadAlertsConfigResponse, AlertsSaveAlertsConfigData, AlertsSaveAlertsConfigResponse, AlertsReadWebpushKeyResponse, AlertsAddWebpushSubscriptionData, AlertsAddWebpushSubscriptionResponse, AlertsRemoveWebpushSubscriptionData, AlertsRemoveWebpushSubscriptionResponse, AlertsTestChannelData, AlertsTestChannelResponse, ArtifactsPutArtifactData, ArtifactsPutArtifactResponse, ArtifactsGetArtifactData, ArtifactsGetArtifactResponse, CloudReadStatusResponse, CloudEnrollData, CloudEnrollResponse, CloudAddRemoteUserData, CloudAddRemoteUserResponse, CloudDisconnectResponse, ConnectorsReadConnectorStateData, ConnectorsReadConnectorStateResponse, ConnectorsClearConnectorStateData, ConnectorsClearConnectorStateResponse, ConnectorsDeleteConnectorStateData, ConnectorsDeleteConnectorStateResponse, DashboardsReadDashboardsResponse, DashboardsReadDashboardData, DashboardsReadDashboardResponse, DashboardsCreateDashboardData, DashboardsCreateDashboardResponse, DashboardsSaveDashboardData, DashboardsSaveDashboardResponse, DashboardsDeleteDashboardData, DashboardsDeleteDashboardResponse, DashboardsGenerateResultsDashboardData, DashboardsGenerateResultsDashboardResponse, DashboardsPublishDashboardData, DashboardsPublishDashboardResponse, DashboardsDiscardDashboardDraftData, DashboardsDiscardDashboardDraftResponse, DashboardsRenameDashboardData, DashboardsRenameDashboardResponse, FlavorsReadFlavorsResponse, FlavorsCreateFlavorData, FlavorsCreateFlavorResponse, FlavorsUpdateFlavorData, FlavorsUpdateFlavorResponse, FlavorsDeleteFlavorData, FlavorsDeleteFlavorResponse, FlowsReadFlowsResponse, FlowsReadNodeTypesResponse, FlowsReadGraphResponse, FlowsReadLibraryResponse, FlowsDeleteSharedNodeData, FlowsDeleteSharedNodeResponse, FlowsReadFlowData, FlowsReadFlowResponse, FlowsSaveFlowData, FlowsSaveFlowResponse, FlowsDeleteFlowData, FlowsDeleteFlowResponse, FlowsPublishFlowData, FlowsPublishFlowResponse, FlowsDiscardDraftData, FlowsDiscardDraftResponse, FlowsRenameFlowData, FlowsRenameFlowResponse, FlowsReadNodeSourceData, FlowsReadNodeSourceResponse, FlowsSaveNodeSourceData, FlowsSaveNodeSourceResponse, FlowsShareNodeData, FlowsShareNodeResponse, FlowsUnshareNodeData, FlowsUnshareNodeResponse, FlowsStartFlowData, FlowsStartFlowResponse, FlowsStopFlowData, FlowsStopFlowResponse, FlowsPauseFlowData, FlowsPauseFlowResponse, FlowsResumeFlowData, FlowsResumeFlowResponse, FlowsStepFlowData, FlowsStepFlowResponse, FlowsValidateFlowData, FlowsValidateFlowResponse, FlowsRunFlowData, FlowsRunFlowResponse, FlowsTriggerNodeData, FlowsTriggerNodeResponse, FlowsCancelNodeData, FlowsCancelNodeResponse, FlowsAcknowledgeNodeErrorData, FlowsAcknowledgeNodeErrorResponse, FlowsReadFlowStateData, FlowsReadFlowStateResponse, FlowsReadMessageHistoryData, FlowsReadMessageHistoryResponse, FlowsIssueSocketTicketResponse, LoginLoginAccessTokenData, LoginLoginAccessTokenResponse, LoginTestTokenResponse, LoginRecoverPasswordData, LoginRecoverPasswordResponse, LoginResetPasswordData, LoginResetPasswordResponse, LoginRecoverPasswordHtmlContentData, LoginRecoverPasswordHtmlContentResponse, MessagesReadMessagesResponse, MessagesPublishMessageData, MessagesPublishMessageResponse, MessagesReadMessageHistoryData, MessagesReadMessageHistoryResponse, ModulesReadModulesResponse, ModulesApplyModulesData, ModulesApplyModulesResponse, ModulesRefreshModulesResponse, OauthRegisterClientData, OauthRegisterClientResponse, OauthAuthorizeValidateData, OauthAuthorizeValidateResponse, OauthAuthorizeData, OauthAuthorizeResponse, OauthTokenData, OauthTokenResponse, OauthReadClientsResponse, OauthRevokeClientData, OauthRevokeClientResponse, ObservabilityReadSummaryResponse, ObservabilityReadTimeseriesData, ObservabilityReadTimeseriesResponse, ObservabilityReadFlowRollupsData, ObservabilityReadFlowRollupsResponse, ObservabilityReadRunsData, ObservabilityReadRunsResponse, ObservabilityReadEventsData, ObservabilityReadEventsResponse, ObservabilityReadDeadLettersData, ObservabilityReadDeadLettersResponse, ObservabilityFlushMetricsResponse, PanelsReadPanelsResponse, PanelsSavePanelsData, PanelsSavePanelsResponse, PanelsStartPairingResponse, PanelsPollPairingData, PanelsPollPairingResponse, PanelsPendingDeviceData, PanelsPendingDeviceResponse, PanelsApprovePairingData, PanelsApprovePairingResponse, PanelsUnpairPanelData, PanelsUnpairPanelResponse, PanelsReadPanelData, PanelsReadPanelResponse, PrivateCreateUserData, PrivateCreateUserResponse, RunsCreateRunData, RunsCreateRunResponse, RunsCreateSweepData, RunsCreateSweepResponse, RunsImportRunsData, RunsImportRunsResponse, RunsReadRunsData, RunsReadRunsResponse, RunsDeleteRunsData, RunsDeleteRunsResponse, RunsReadOverviewResponse, RunsExportMetricsData, RunsExportMetricsResponse, RunsExportRunsData, RunsExportRunsResponse, RunsReadMetricNamesData, RunsReadMetricNamesResponse, RunsReadRunData, RunsReadRunResponse, RunsDeleteRunData, RunsDeleteRunResponse, RunsReadNodeOutputsData, RunsReadNodeOutputsResponse, RunsCancelRunData, RunsCancelRunResponse, RunsRetryRunData, RunsRetryRunResponse, RunsReadMetricsData, RunsReadMetricsResponse, RunsCompareMetricData, RunsCompareMetricResponse, SearchReadSearchIndexResponse, SecretsReadSecretsResponse, SecretsSaveSecretData, SecretsSaveSecretResponse, SecretsDeleteSecretData, SecretsDeleteSecretResponse, UsersReadUsersData, UsersReadUsersResponse, UsersCreateUserData, UsersCreateUserResponse, UsersReadUserMeResponse, UsersDeleteUserMeResponse, UsersUpdateUserMeData, UsersUpdateUserMeResponse, UsersUpdatePasswordMeData, UsersUpdatePasswordMeResponse, UsersRegisterUserData, UsersRegisterUserResponse, UsersReadUserByIdData, UsersReadUserByIdResponse, UsersUpdateUserData, UsersUpdateUserResponse, UsersDeleteUserData, UsersDeleteUserResponse, UtilsTestEmailData, UtilsTestEmailResponse, UtilsReadConfigResponse, UtilsHealthCheckResponse, UtilsHealthResponse, WorkersReadWorkersResponse, WorkersReadResourcesResponse, WorkersReadTokensResponse, WorkersIssueTokenData, WorkersIssueTokenResponse, WorkersRevokeTokenData, WorkersRevokeTokenResponse, WorkersReadRuntimeResponse } from './types.gen';
 
 export class AiService {
     /**
@@ -2479,6 +2479,32 @@ export class RunsService {
         });
     }
     
+    /**
+     * Read Node Outputs
+     * What one node returned, by message, as the stage cache stored it.
+     *
+     * Kept only for a node that succeeded and may be reused, and only up to
+     * 256 kB of JSON. Null when the node published nothing.
+     * @param data The data for the request.
+     * @param data.runId
+     * @param data.node
+     * @returns unknown Successful Response
+     * @throws ApiError
+     */
+    public static readNodeOutputs(data: RunsReadNodeOutputsData): CancelablePromise<RunsReadNodeOutputsResponse> {
+        return __request(OpenAPI, {
+            method: 'GET',
+            url: '/api/v1/runs/{run_id}/nodes/{node}/outputs',
+            path: {
+                run_id: data.runId,
+                node: data.node
+            },
+            errors: {
+                422: 'Validation Error'
+            }
+        });
+    }
+    
     /**
      * Cancel Run
      * Stop a run. One already past its last node is left as it finished.
diff --git a/frontend/src/client/types.gen.ts b/frontend/src/client/types.gen.ts
index b197d55..5983255 100644
--- a/frontend/src/client/types.gen.ts
+++ b/frontend/src/client/types.gen.ts
@@ -2162,6 +2162,15 @@ export type RunsDeleteRunData = {
 
 export type RunsDeleteRunResponse = (void);
 
+export type RunsReadNodeOutputsData = {
+    node: string;
+    runId: string;
+};
+
+export type RunsReadNodeOutputsResponse = (({
+    [key: string]: unknown;
+} | null));
+
 export type RunsCancelRunData = {
     runId: string;
 };