diff --git a/src/components/CostDialog.tsx b/src/components/CostDialog.tsx
index 3960a769..db7b992c 100644
--- a/src/components/CostDialog.tsx
+++ b/src/components/CostDialog.tsx
@@ -61,17 +61,23 @@ export function CostDialog({ predictedCost, incurredCost, onClose }: CostDialogP
                 {predictedCost.breakdown.map((item, idx) => (
                   <div key={idx} className="flex justify-between text-xs">
                     <span className="text-neutral-500">
-                      {item.count}x {item.model === "nano-banana" ? "Nano Banana" : "Nano Banana Pro"}
-                      {item.model === "nano-banana-pro" && ` (${item.resolution})`}
+                      {item.count}x {item.modelName}
+                      {item.unitCost === null && " (no pricing)"}
                     </span>
                     <span className="text-neutral-400">
-                      {formatCost(item.subtotal)}
+                      {item.subtotal !== null ? formatCost(item.subtotal) : "—"}
                     </span>
                   </div>
                 ))}
               </div>
             )}
 
+            {predictedCost.unknownPricingCount > 0 && (
+              <p className="text-xs text-amber-500 mt-2">
+                {predictedCost.unknownPricingCount} model{predictedCost.unknownPricingCount > 1 ? "s" : ""} without pricing
+              </p>
+            )}
+
             {predictedCost.nodeCount === 0 && (
               <p className="text-xs text-neutral-500 mt-2">
                 No generation nodes in workflow
diff --git a/src/utils/costCalculator.ts b/src/utils/costCalculator.ts
index 16abd217..8f59cea8 100644
--- a/src/utils/costCalculator.ts
+++ b/src/utils/costCalculator.ts
@@ -1,4 +1,4 @@
-import { ModelType, Resolution, NanoBananaNodeData, SplitGridNodeData, WorkflowNode } from "@/types";
+import { ModelType, Resolution, NanoBananaNodeData, GenerateVideoNodeData, SplitGridNodeData, WorkflowNode, ProviderType } from "@/types";
 
 // Pricing in USD per image (Gemini API)
 export const PRICING = {
@@ -22,40 +22,189 @@ export function calculateGenerationCost(model: ModelType, resolution: Resolution
   return PRICING["nano-banana-pro"][resolution];
 }
 
+/**
+ * Pricing info for external provider models
+ */
+export interface ModelPricing {
+  unitCost: number;
+  unit: string;  // "image", "video", "second", etc.
+}
+
+/**
+ * Get cost info from ProviderModel pricing field
+ * Returns null if pricing is unavailable (e.g., Replicate has no pricing API)
+ */
+export function getModelCost(pricing: { type: 'per-run' | 'per-second'; amount: number } | null | undefined): ModelPricing | null {
+  if (!pricing) return null;
+  return {
+    unitCost: pricing.amount,
+    unit: pricing.type === 'per-run' ? 'image' : 'second',
+  };
+}
+
+/**
+ * Cost breakdown item supporting multiple providers
+ */
 export interface CostBreakdownItem {
-  model: ModelType;
-  resolution: Resolution;
+  provider: ProviderType;
+  modelId: string;
+  modelName: string;
   count: number;
-  unitCost: number;
-  subtotal: number;
+  unitCost: number | null;  // null means pricing unavailable
+  unit: string;  // "image", "video", "second", etc.
+  subtotal: number | null;  // null if unitCost is null
 }
 
+/**
+ * Result of predicted cost calculation
+ */
 export interface PredictedCostResult {
-  totalCost: number;
+  totalCost: number;  // Only includes known pricing
   breakdown: CostBreakdownItem[];
   nodeCount: number;
+  unknownPricingCount: number;  // Count of items without pricing
 }
 
-export function calculatePredictedCost(nodes: WorkflowNode[]): PredictedCostResult {
-  const breakdown: Map<string, { model: ModelType; resolution: Resolution; count: number; unitCost: number }> = new Map();
+/**
+ * Legacy cost breakdown item for backward compatibility
+ * @deprecated Use CostBreakdownItem instead
+ */
+export interface LegacyCostBreakdownItem {
+  model: ModelType;
+  resolution: Resolution;
+  count: number;
+  unitCost: number;
+  subtotal: number;
+}
 
+/**
+ * Calculate predicted cost for all generation nodes in the workflow.
+ * Handles nanoBanana (image) and generateVideo (video) nodes.
+ *
+ * @param nodes - Workflow nodes to analyze
+ * @param modelPricing - Optional map of modelId -> pricing for external providers.
+ *                       If not provided, only Gemini models get pricing.
+ * @returns PredictedCostResult with total cost, breakdown, and counts
+ */
+export function calculatePredictedCost(
+  nodes: WorkflowNode[],
+  modelPricing?: Map<string, ModelPricing>
+): PredictedCostResult {
+  // Group by provider + modelId for breakdown
+  const breakdown: Map<string, CostBreakdownItem> = new Map();
   let nodeCount = 0;
+  let unknownPricingCount = 0;
+
+  /**
+   * Helper to add an item to the breakdown map
+   */
+  function addToBreakdown(
+    provider: ProviderType,
+    modelId: string,
+    modelName: string,
+    unit: string,
+    unitCost: number | null,
+    count: number = 1
+  ) {
+    const key = `${provider}:${modelId}`;
+    const existing = breakdown.get(key);
+    if (existing) {
+      existing.count += count;
+      if (existing.subtotal !== null && unitCost !== null) {
+        existing.subtotal += count * unitCost;
+      }
+    } else {
+      breakdown.set(key, {
+        provider,
+        modelId,
+        modelName,
+        count,
+        unitCost,
+        unit,
+        subtotal: unitCost !== null ? count * unitCost : null,
+      });
+    }
+    nodeCount += count;
+    if (unitCost === null) {
+      unknownPricingCount += count;
+    }
+  }
+
+  /**
+   * Get pricing for a model.
+   * First checks modelPricing map, then falls back to hardcoded Gemini pricing.
+   */
+  function getPricing(
+    provider: ProviderType,
+    modelId: string,
+    resolution?: Resolution
+  ): { unitCost: number; unit: string } | null {
+    // Check external pricing map first
+    if (modelPricing?.has(modelId)) {
+      return modelPricing.get(modelId)!;
+    }
+
+    // Fallback to hardcoded Gemini pricing for legacy models
+    if (provider === "gemini") {
+      if (modelId === "nano-banana" || modelId === "gemini-2.5-flash-preview-image-generation") {
+        return { unitCost: PRICING["nano-banana"]["1K"], unit: "image" };
+      }
+      if (modelId === "nano-banana-pro" || modelId === "gemini-3-pro-image-preview") {
+        const res = resolution || "1K";
+        return { unitCost: PRICING["nano-banana-pro"][res], unit: "image" };
+      }
+    }
+
+    // No pricing available (e.g., Replicate)
+    return null;
+  }
 
   nodes.forEach((node) => {
+    // Handle nanoBanana (image generation) nodes
     if (node.type === "nanoBanana") {
       const data = node.data as NanoBananaNodeData;
-      const model = data.model;
-      const resolution = model === "nano-banana" ? "1K" : data.resolution;
-      const unitCost = calculateGenerationCost(model, resolution);
-      const key = `${model}-${resolution}`;
-
-      const existing = breakdown.get(key);
-      if (existing) {
-        existing.count++;
+
+      // Determine provider and model info
+      let provider: ProviderType;
+      let modelId: string;
+      let modelName: string;
+
+      if (data.selectedModel) {
+        // New multi-provider model selection
+        provider = data.selectedModel.provider;
+        modelId = data.selectedModel.modelId;
+        modelName = data.selectedModel.displayName;
       } else {
-        breakdown.set(key, { model, resolution, count: 1, unitCost });
+        // Legacy Gemini-only model
+        provider = "gemini";
+        modelId = data.model;
+        modelName = data.model === "nano-banana" ? "Nano Banana" : "Nano Banana Pro";
+      }
+
+      const resolution = data.model === "nano-banana" ? "1K" : data.resolution;
+      const pricing = getPricing(provider, modelId, resolution);
+      const unitCost = pricing?.unitCost ?? null;
+      const unit = pricing?.unit ?? "image";
+
+      addToBreakdown(provider, modelId, modelName, unit, unitCost);
+    }
+
+    // Handle generateVideo nodes
+    if (node.type === "generateVideo") {
+      const data = node.data as GenerateVideoNodeData;
+
+      // generateVideo requires selectedModel (no legacy fallback)
+      if (data.selectedModel) {
+        const provider = data.selectedModel.provider;
+        const modelId = data.selectedModel.modelId;
+        const modelName = data.selectedModel.displayName;
+
+        const pricing = getPricing(provider, modelId);
+        const unitCost = pricing?.unitCost ?? null;
+        const unit = pricing?.unit ?? "video";
+
+        addToBreakdown(provider, modelId, modelName, unit, unitCost);
       }
-      nodeCount++;
     }
 
     // SplitGrid nodes create child nanoBanana nodes - count those from settings
@@ -66,32 +215,28 @@ export function calculatePredictedCost(nodes: WorkflowNode[]): PredictedCostResu
       if (data.isConfigured && data.targetCount > 0) {
         const model = data.generateSettings.model;
         const resolution = model === "nano-banana" ? "1K" : data.generateSettings.resolution;
-        const unitCost = calculateGenerationCost(model, resolution);
-        const key = `splitGrid-${model}-${resolution}`;
-
-        const count = data.targetCount;
-        const existing = breakdown.get(key);
-        if (existing) {
-          existing.count += count;
-        } else {
-          breakdown.set(key, { model, resolution, count, unitCost });
-        }
-        nodeCount += count;
+        const modelName = model === "nano-banana" ? "Nano Banana" : "Nano Banana Pro";
+
+        const pricing = getPricing("gemini", model, resolution);
+        const unitCost = pricing?.unitCost ?? null;
+        const unit = pricing?.unit ?? "image";
+
+        addToBreakdown("gemini", model, modelName, unit, unitCost, data.targetCount);
       }
     }
   });
 
-  const breakdownArray = Array.from(breakdown.values()).map((item) => ({
-    ...item,
-    subtotal: item.count * item.unitCost,
-  }));
-
-  const totalCost = breakdownArray.reduce((sum, item) => sum + item.subtotal, 0);
+  const breakdownArray = Array.from(breakdown.values());
+  const totalCost = breakdownArray.reduce(
+    (sum, item) => sum + (item.subtotal ?? 0),
+    0
+  );
 
   return {
     totalCost,
     breakdown: breakdownArray,
     nodeCount,
+    unknownPricingCount,
   };
 }