feat(channel): 模型价格自动填充 + 默认定价 API

- 新增 GET /admin/channels/model-pricing?model=xxx API
- 从 BillingService 查询 LiteLLM/Fallback 默认定价
- 前端添加模型时自动查询并填充价格（$/MTok）
- 仅在所有价格字段为空时才自动填充，不覆盖手动配置

backend/cmd/server/wire_gen.go

@@ -217,7 +217,7 @@ func initializeApplication(buildInfo handler.BuildInfo) (*Application, error) {
 	scheduledTestResultRepository := repository.NewScheduledTestResultRepository(db)
 	scheduledTestService := service.ProvideScheduledTestService(scheduledTestPlanRepository, scheduledTestResultRepository)
 	scheduledTestHandler := admin.NewScheduledTestHandler(scheduledTestService)
-		channelHandler := admin.NewChannelHandler(channelService)
+	channelHandler := admin.NewChannelHandler(channelService, billingService)
 	adminHandlers := handler.ProvideAdminHandlers(dashboardHandler, adminUserHandler, groupHandler, accountHandler, adminAnnouncementHandler, dataManagementHandler, backupHandler, oAuthHandler, openAIOAuthHandler, geminiOAuthHandler, antigravityOAuthHandler, proxyHandler, adminRedeemHandler, promoHandler, settingHandler, opsHandler, systemHandler, adminSubscriptionHandler, adminUsageHandler, userAttributeHandler, errorPassthroughHandler, tlsFingerprintProfileHandler, adminAPIKeyHandler, scheduledTestHandler, channelHandler)
 	usageRecordWorkerPool := service.NewUsageRecordWorkerPool(configConfig)
 	userMsgQueueCache := repository.NewUserMsgQueueCache(redisClient)

backend/internal/handler/admin/channel_handler.go

@@ -14,11 +14,12 @@ import (
 // ChannelHandler handles admin channel management
 type ChannelHandler struct {
 	channelService *service.ChannelService
+	billingService *service.BillingService
 }
 
 // NewChannelHandler creates a new admin channel handler
-func NewChannelHandler(channelService *service.ChannelService) *ChannelHandler {
-	return &ChannelHandler{channelService: channelService}
+func NewChannelHandler(channelService *service.ChannelService, billingService *service.BillingService) *ChannelHandler {
+	return &ChannelHandler{channelService: channelService, billingService: billingService}
 }
 
 // --- Request / Response types ---
@@ -346,3 +347,28 @@ func (h *ChannelHandler) Delete(c *gin.Context) {
 
 	response.Success(c, gin.H{"message": "Channel deleted successfully"})
 }
+
+// GetModelDefaultPricing 获取模型的默认定价（用于前端自动填充）
+// GET /api/v1/admin/channels/model-pricing?model=claude-sonnet-4
+func (h *ChannelHandler) GetModelDefaultPricing(c *gin.Context) {
+	model := strings.TrimSpace(c.Query("model"))
+	if model == "" {
+		response.BadRequest(c, "model parameter is required")
+		return
+	}
+
+	pricing, err := h.billingService.GetModelPricing(model)
+	if err != nil {
+		// 模型不在定价列表中
+		response.Success(c, gin.H{"found": false})
+		return
+	}
+
+	response.Success(c, gin.H{
+		"found":             true,
+		"input_price":       pricing.InputPricePerToken,
+		"output_price":      pricing.OutputPricePerToken,
+		"cache_write_price": pricing.CacheCreationPricePerToken,
+		"cache_read_price":  pricing.CacheReadPricePerToken,
+	})
+}

backend/internal/server/routes/admin.go

@@ -575,6 +575,7 @@ func registerChannelRoutes(admin *gin.RouterGroup, h *handler.Handlers) {
 	channels := admin.Group("/channels")
 	{
 		channels.GET("", h.Admin.Channel.List)
+		channels.GET("/model-pricing", h.Admin.Channel.GetModelDefaultPricing)
 		channels.GET("/:id", h.Admin.Channel.GetByID)
 		channels.POST("", h.Admin.Channel.Create)
 		channels.PUT("/:id", h.Admin.Channel.Update)