diff --git a/CHANGELOG.md b/CHANGELOG.md
index bbfdbcd4829..10bbf513631 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -38,6 +38,7 @@ Docs: https://docs.openclaw.ai
 - Telegram/forum topics: recover `#General` topic `1` routing when Telegram omits forum metadata, including native commands, interactive callbacks, inbound message context, and fallback error replies. (#53699) thanks @huntharo
 - Discord/config types: add missing `autoArchiveDuration` to `DiscordGuildChannelConfig` so TypeScript config definitions match the existing schema and runtime support. (#43427) Thanks @davidguttman.
 - Feishu/startup: treat unresolved `SecretRef` app credentials as not configured during account resolution so CLI startup and read-only Feishu config surfaces stop crashing before runtime-backed secret resolution is available. (#53675) Thanks @hpt.
+- DeepSeek/pricing: replace the zero-cost DeepSeek catalog rates with the current DeepSeek V3.2 pricing so usage totals stop showing `$0.00` for DeepSeek sessions. (#54143) Thanks @arkyu2077.
 - Docker/setup: avoid the pre-start `openclaw-cli` shared-network namespace loop by routing setup-time onboard/config writes through `openclaw-gateway`, so fresh Docker installs stop failing before the gateway comes up. (#53385) Thanks @amsminn.
 - WhatsApp/groups: track recent gateway-sent message IDs and suppress only matching group echoes, preserving owner `/status`, `/new`, and `/activation` commands from linked-account `fromMe` traffic. (#53624) Thanks @w-sss.
 - Runtime/build: stabilize long-lived lazy `dist` runtime entry paths and harden bundled plugin npm staging so local rebuilds stop breaking on missing hashed chunks or broken shell `npm` shims. (#53855) Thanks @vincentkoc.
diff --git a/src/agents/deepseek-models.ts b/src/agents/deepseek-models.ts
index 925321933a8..5f1456815d4 100644
--- a/src/agents/deepseek-models.ts
+++ b/src/agents/deepseek-models.ts
@@ -2,12 +2,12 @@ import type { ModelDefinitionConfig } from "../config/types.models.js";
 
 export const DEEPSEEK_BASE_URL = "https://api.deepseek.com";
 
-// TODO: fill in actual DeepSeek API pricing
+// DeepSeek V3.2 API pricing (per 1M tokens)
 // https://api-docs.deepseek.com/quick_start/pricing
-const DEEPSEEK_DEFAULT_COST = {
-  input: 0,
-  output: 0,
-  cacheRead: 0,
+const DEEPSEEK_V3_2_COST = {
+  input: 0.28,
+  output: 0.42,
+  cacheRead: 0.028,
   cacheWrite: 0,
 };
 
@@ -19,7 +19,7 @@ export const DEEPSEEK_MODEL_CATALOG: ModelDefinitionConfig[] = [
     input: ["text"],
     contextWindow: 131072,
     maxTokens: 8192,
-    cost: DEEPSEEK_DEFAULT_COST,
+    cost: DEEPSEEK_V3_2_COST,
     compat: { supportsUsageInStreaming: true },
   },
   {
@@ -29,7 +29,7 @@ export const DEEPSEEK_MODEL_CATALOG: ModelDefinitionConfig[] = [
     input: ["text"],
     contextWindow: 131072,
     maxTokens: 65536,
-    cost: DEEPSEEK_DEFAULT_COST,
+    cost: DEEPSEEK_V3_2_COST,
     compat: { supportsUsageInStreaming: true },
   },
 ];