diff --git a/release-notes/next-release.md b/release-notes/next-release.md
index 843063be5..36ef2f5a0 100644
--- a/release-notes/next-release.md
+++ b/release-notes/next-release.md
@@ -5,6 +5,7 @@
 ## Fixes
 
 * Fixes the incorrect bounds in the CycleFree loop removal.
+* Fixes reduced costs and shadow prices not available when using non-convex models.
 
 ## Other
 
diff --git a/src/cobra/core/solution.py b/src/cobra/core/solution.py
index a23d86db8..6f6689078 100644
--- a/src/cobra/core/solution.py
+++ b/src/cobra/core/solution.py
@@ -174,7 +174,15 @@ def get_solution(
     reduced = np.empty(len(reactions))
     var_primals = model.solver.primal_values
     shadow = np.empty(len(metabolites))
-    if model.solver.is_integer:
+
+    try:
+        var_duals = model.solver.reduced_costs
+        constr_duals = model.solver.shadow_prices
+        duals_available = True
+    except Exception:
+        duals_available = False
+
+    if model.solver.is_integer or not duals_available:
         reduced.fill(np.nan)
         shadow.fill(np.nan)
         for i, rxn in enumerate(reactions):