fix(billing): improve quota handling and error reporting for pre-consume operations

common/quota_math.go

@@ -16,11 +16,14 @@ const (
 	MinQuota = math.MinInt32
 )
 
+// QuotaClampKind identifies why a quota conversion had to be saturated.
+type QuotaClampKind string
+
 // Clamp kinds reported by QuotaClamp.Kind.
 const (
-	QuotaClampOverflow  = "overflow"
+	QuotaClampOverflow  QuotaClampKind = "overflow"
-	QuotaClampUnderflow = "underflow"
+	QuotaClampUnderflow QuotaClampKind = "underflow"
-	QuotaClampNaN       = "nan"
+	QuotaClampNaN       QuotaClampKind = "nan"
 )
 
 // QuotaClamp describes a single saturation event: a quota conversion whose
@@ -28,10 +31,19 @@ const (
 // therefore clamped. It is surfaced to billing callers so the event can be
 // recorded on the related consume/task log for admin auditing.
 type QuotaClamp struct {
-	Op       string  `json:"op"`       // "QuotaFromFloat" | "QuotaRound" | "QuotaFromDecimal"
+	Op       string         `json:"op"`       // "QuotaFromFloat" | "QuotaRound" | "QuotaFromDecimal"
-	Kind     string  `json:"kind"`     // "overflow" | "underflow" | "nan"
+	Kind     QuotaClampKind `json:"kind"`     // "overflow" | "underflow" | "nan"
-	Original float64 `json:"original"` // best-effort pre-clamp value (decimal -> float64 approx)
+	Original float64        `json:"original"` // best-effort pre-clamp value (decimal -> float64 approx)
-	Clamped  int     `json:"clamped"`  // the saturated result actually used
+	Clamped  int            `json:"clamped"`  // the saturated result actually used
+}
+
+// Error lets the same typed value serve both as the settlement audit marker
+// and as the fail-fast error returned by strict pre-consume conversions.
+func (c *QuotaClamp) Error() string {
+	if c == nil {
+		return ""
+	}
+	return fmt.Sprintf("quota conversion (%s) %s: original=%g, clamped=%d", c.Op, c.Kind, c.Original, c.Clamped)
 }
 
 // AuditMap renders the clamp as the marker stored under a log's
@@ -58,19 +70,26 @@ func (c *QuotaClamp) AuditMap() map[string]interface{} {
 // record the event (e.g. on the consume log); the returned pointer is nil for
 // in-range values.
 func saturateQuota(value float64, op string) (int, *QuotaClamp) {
+	var clamp *QuotaClamp
 	switch {
 	case math.IsNaN(value):
-		SysError(fmt.Sprintf("quota conversion (%s) received NaN, falling back to 0", op))
+		clamp = &QuotaClamp{Op: op, Kind: QuotaClampNaN, Original: value, Clamped: 0}
-		return 0, &QuotaClamp{Op: op, Kind: QuotaClampNaN, Original: value, Clamped: 0}
 	case value >= MaxQuota:
-		SysError(fmt.Sprintf("quota conversion (%s) overflow: %g exceeds max quota, clamped to %d", op, value, MaxQuota))
+		clamp = &QuotaClamp{Op: op, Kind: QuotaClampOverflow, Original: value, Clamped: MaxQuota}
-		return MaxQuota, &QuotaClamp{Op: op, Kind: QuotaClampOverflow, Original: value, Clamped: MaxQuota}
 	case value <= MinQuota:
-		SysError(fmt.Sprintf("quota conversion (%s) underflow: %g below min quota, clamped to %d", op, value, MinQuota))
+		clamp = &QuotaClamp{Op: op, Kind: QuotaClampUnderflow, Original: value, Clamped: MinQuota}
-		return MinQuota, &QuotaClamp{Op: op, Kind: QuotaClampUnderflow, Original: value, Clamped: MinQuota}
 	default:
 		return int(value), nil
 	}
+	SysError(clamp.Error())
+	return clamp.Clamped, clamp
+}
+
+func strictQuota(quota int, clamp *QuotaClamp) (int, error) {
+	if clamp != nil {
+		return 0, clamp
+	}
+	return quota, nil
 }
 
 // QuotaFromFloat converts a computed quota value to int, truncating toward
@@ -87,6 +106,12 @@ func QuotaFromFloatChecked(value float64) (int, *QuotaClamp) {
 	return saturateQuota(value, "QuotaFromFloat")
 }
 
+// QuotaFromFloatStrict converts an in-range value and returns a typed
+// *QuotaClamp error instead of allowing a saturated result to reach billing.
+func QuotaFromFloatStrict(value float64) (int, error) {
+	return strictQuota(QuotaFromFloatChecked(value))
+}
+
 // QuotaRound converts a float64 quota value to int using half-away-from-zero
 // rounding, with saturation. Every tiered billing path (pre-consume,
 // settlement, breakdown validation, log fields) MUST use this to avoid +-1
@@ -102,6 +127,12 @@ func QuotaRoundChecked(value float64) (int, *QuotaClamp) {
 	return saturateQuota(math.Round(value), "QuotaRound")
 }
 
+// QuotaRoundStrict rounds an in-range value and returns a typed *QuotaClamp
+// error instead of allowing a saturated result to reach billing.
+func QuotaRoundStrict(value float64) (int, error) {
+	return strictQuota(QuotaRoundChecked(value))
+}
+
 // QuotaFromDecimal converts a computed quota decimal to int with saturation.
 // The decimal is rounded (half away from zero) before conversion.
 func QuotaFromDecimal(d decimal.Decimal) int {

common/quota_math_test.go

@@ -6,6 +6,7 @@ import (
 
 	"github.com/shopspring/decimal"
 	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
 )
 
 // 2000 quota per call * n=18446744073686646784 overflows int64; the constant
@@ -78,6 +79,23 @@ func TestQuotaFromFloatChecked(t *testing.T) {
 	}
 }
 
+func TestQuotaFromFloatStrictReturnsTypedClampError(t *testing.T) {
+	quota, err := QuotaFromFloatStrict(42.9)
+	require.NoError(t, err)
+	assert.Equal(t, 42, quota)
+
+	quota, err = QuotaFromFloatStrict(overflowingProduct)
+	assert.Zero(t, quota)
+	var clamp *QuotaClamp
+	require.ErrorAs(t, err, &clamp)
+	assert.Equal(t, QuotaClampOverflow, clamp.Kind)
+	assert.Equal(t, MaxQuota, clamp.Clamped)
+	assert.ErrorContains(t, err, "QuotaFromFloat")
+	assert.ErrorContains(t, err, "overflow")
+	assert.ErrorContains(t, err, "original=")
+	assert.ErrorContains(t, err, "clamped=2147483647")
+}
+
 // TestQuotaRoundChecked verifies the rounding entry point reports clamps the
 // same way.
 func TestQuotaRoundChecked(t *testing.T) {

dto/openai_image.go

@@ -155,14 +155,19 @@ func (i *ImageRequest) GetTokenCountMeta() *types.TokenCountMeta {
 		}
 	}
 
-	// n is NOT included here; it is handled via OtherRatio("n") in
+	imageN := uint(1)
-	// image_handler.go (default) or channel adaptors (actual count).
+	if i.N != nil && *i.N > 0 {
-	// Including n here caused double-counting for channels that also
+		imageN = *i.N
-	// set OtherRatio("n") (e.g. Ali/Bailian).
+	}
+
+	// Keep n separate from ImagePriceRatio so size/quality and count remain
+	// independent billing dimensions. Fixed-price pre-consume stores this on
+	// PriceData, and image settlement reuses or replaces the same "n" ratio.
 	return &types.TokenCountMeta{
 		CombineText:     i.Prompt,
 		MaxTokens:       1584,
 		ImagePriceRatio: sizeRatio * qualityRatio,
+		BillingRatios:   map[string]float64{"n": float64(imageN)},
 	}
 }
 

pkg/billingexpr/round.go

@@ -13,9 +13,7 @@ func QuotaRound(f float64) int {
 	return common.QuotaRound(f)
 }
 
-// QuotaRoundChecked is QuotaRound but also reports whether the result had to
+// QuotaRoundStrict rejects an unrepresentable pre-consume estimate.
-// be saturated. Pre-consume callers use this to reject an unrepresentable
+func QuotaRoundStrict(f float64) (int, error) {
-// estimate before any quota is deducted.
+	return common.QuotaRoundStrict(f)
-func QuotaRoundChecked(f float64) (int, *common.QuotaClamp) {
-	return common.QuotaRoundChecked(f)
 }

relay/helper/openai_image_request_test.go

@@ -108,6 +108,16 @@ func TestGetAndValidOpenAIImageRequestNBounds(t *testing.T) {
 			body:  fmt.Sprintf(`{"model":"gpt-image-1","prompt":"a cat","n":%d}`, dto.MaxImageN),
 			wantN: dto.MaxImageN,
 		},
+		{
+			name:  "explicit n is accepted",
+			body:  `{"model":"gpt-image-1","prompt":"a cat","n":3}`,
+			wantN: 3,
+		},
+		{
+			name:  "zero n defaults to 1",
+			body:  `{"model":"gpt-image-1","prompt":"a cat","n":0}`,
+			wantN: 1,
+		},
 		{
 			name:  "absent n defaults to 1",
 			body:  `{"model":"gpt-image-1","prompt":"a cat"}`,
@@ -127,6 +137,7 @@ func TestGetAndValidOpenAIImageRequestNBounds(t *testing.T) {
 			require.NoError(t, err)
 			require.NotNil(t, req.N)
 			require.Equal(t, tt.wantN, *req.N)
+			require.Equal(t, float64(tt.wantN), req.GetTokenCountMeta().BillingRatios["n"])
 		})
 	}
 

relay/helper/price.go

@@ -32,10 +32,6 @@ func modelPriceNotConfiguredError(modelName string, userId int) error {
 	)
 }
 
-func preConsumeQuotaRangeError(modelName string, clamp *common.QuotaClamp) error {
-	return fmt.Errorf("model %s pre-consume quota is out of range: operation=%s kind=%s value=%g", modelName, clamp.Op, clamp.Kind, clamp.Original)
-}
-
 // https://docs.claude.com/en/docs/build-with-claude/prompt-caching#1-hour-cache-duration
 const claudeCacheCreation1hMultiplier = 6 / 3.75
 
@@ -121,20 +117,15 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 		audioRatio = ratio_setting.GetAudioRatio(info.OriginModelName)
 		audioCompletionRatio = ratio_setting.GetAudioCompletionRatio(info.OriginModelName)
 		ratio := modelRatio * groupRatioInfo.GroupRatio
-		var clamp *common.QuotaClamp
+		quota, err := common.QuotaFromFloatStrict(float64(preConsumedTokens) * ratio)
-		preConsumedQuota, clamp = common.QuotaFromFloatChecked(float64(preConsumedTokens) * ratio)
+		if err != nil {
-		if clamp != nil {
+			return types.PriceData{}, err
-			return types.PriceData{}, preConsumeQuotaRangeError(info.OriginModelName, clamp)
 		}
+		preConsumedQuota = quota
 	} else {
 		if meta.ImagePriceRatio != 0 {
 			modelPrice = modelPrice * meta.ImagePriceRatio
 		}
-		var clamp *common.QuotaClamp
-		preConsumedQuota, clamp = common.QuotaFromFloatChecked(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
-		if clamp != nil {
-			return types.PriceData{}, preConsumeQuotaRangeError(info.OriginModelName, clamp)
-		}
 	}
 
 	// check if free model pre-consume is disabled
@@ -172,6 +163,17 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 		CacheCreation1hRatio: cacheCreationRatio1h,
 		QuotaToPreConsume:    preConsumedQuota,
 	}
+	if usePrice {
+		for name, ratio := range meta.BillingRatios {
+			priceData.AddOtherRatio(name, ratio)
+		}
+		quotaToPreConsume := priceData.ApplyOtherRatiosToFloat(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
+		quota, err := common.QuotaFromFloatStrict(quotaToPreConsume)
+		if err != nil {
+			return types.PriceData{}, err
+		}
+		priceData.QuotaToPreConsume = quota
+	}
 
 	if common.DebugEnabled {
 		logger.LogDebug(c, "model_price_helper result: %s", priceData.ToSetting())
@@ -211,10 +213,10 @@ func ModelPriceHelperPerCall(c *gin.Context, info *relaycommon.RelayInfo) (types
 	freeModel := false
 
 	if usePrice {
-		var clamp *common.QuotaClamp
+		var err error
-		quota, clamp = common.QuotaFromFloatChecked(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
+		quota, err = common.QuotaFromFloatStrict(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
-		if clamp != nil {
+		if err != nil {
-			return types.PriceData{}, preConsumeQuotaRangeError(info.OriginModelName, clamp)
+			return types.PriceData{}, err
 		}
 		if !operation_setting.GetQuotaSetting().EnableFreeModelPreConsume {
 			if groupRatioInfo.GroupRatio == 0 || modelPrice == 0 {
@@ -224,10 +226,10 @@ func ModelPriceHelperPerCall(c *gin.Context, info *relaycommon.RelayInfo) (types
 		}
 	} else {
 		// 按量计费：以模型倍率的一半作为预扣额度
-		var clamp *common.QuotaClamp
+		var err error
-		quota, clamp = common.QuotaFromFloatChecked(modelRatio / 2 * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
+		quota, err = common.QuotaFromFloatStrict(modelRatio / 2 * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
-		if clamp != nil {
+		if err != nil {
-			return types.PriceData{}, preConsumeQuotaRangeError(info.OriginModelName, clamp)
+			return types.PriceData{}, err
 		}
 		modelPrice = -1
 		if !operation_setting.GetQuotaSetting().EnableFreeModelPreConsume {
@@ -290,9 +292,9 @@ func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, promptT
 
 	// Expression coefficients are $/1M tokens prices; convert to quota the same way per-call billing does.
 	quotaBeforeGroup := rawCost / 1_000_000 * common.QuotaPerUnit
-	preConsumedQuota, clamp := billingexpr.QuotaRoundChecked(quotaBeforeGroup * groupRatioInfo.GroupRatio)
+	preConsumedQuota, err := billingexpr.QuotaRoundStrict(quotaBeforeGroup * groupRatioInfo.GroupRatio)
-	if clamp != nil {
+	if err != nil {
-		return types.PriceData{}, preConsumeQuotaRangeError(info.OriginModelName, clamp)
+		return types.PriceData{}, err
 	}
 
 	freeModel := false

relay/helper/price_test.go

@@ -10,6 +10,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/setting/billing_setting"
 	"github.com/QuantumNous/new-api/setting/config"
+	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/require"
@@ -52,7 +53,9 @@ func TestModelPriceHelperTieredUsesPreloadedRequestInput(t *testing.T) {
 		},
 	}
 
-	priceData, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+	priceData, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{
+		BillingRatios: map[string]float64{"n": 3},
+	})
 	require.NoError(t, err)
 	require.Equal(t, 1500, priceData.QuotaToPreConsume)
 	require.NotNil(t, info.TieredBillingSnapshot)
@@ -172,5 +175,100 @@ func TestModelPriceHelperTieredRejectsPreConsumeOverflow(t *testing.T) {
 
 	_, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
 
-	require.ErrorContains(t, err, "pre-consume quota is out of range")
+	var clamp *common.QuotaClamp
+	require.ErrorAs(t, err, &clamp)
+	require.Equal(t, "QuotaRound", clamp.Op)
+	require.Equal(t, common.QuotaClampOverflow, clamp.Kind)
+}
+
+func TestModelPriceHelperRequestBillingRatiosOnlyApplyToFixedPrice(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	savedModelPrices := ratio_setting.ModelPrice2JSONString()
+	savedModelRatios := ratio_setting.ModelRatio2JSONString()
+	t.Cleanup(func() {
+		require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(savedModelPrices))
+		require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(savedModelRatios))
+	})
+
+	modelPrices, err := common.Marshal(map[string]float64{
+		"fixed-image-price":      0.04,
+		"fractional-image-price": 0.0000012,
+		"overflow-image-price":   float64(common.MaxQuota) / common.QuotaPerUnit / 2,
+	})
+	require.NoError(t, err)
+	require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(string(modelPrices)))
+	modelRatios, err := common.Marshal(map[string]float64{"ratio-image-price": 15})
+	require.NoError(t, err)
+	require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(string(modelRatios)))
+
+	tests := []struct {
+		name           string
+		model          string
+		wantQuota      int
+		wantUsePrice   bool
+		wantImageCount bool
+	}{
+		{
+			name:           "fixed price applies image count",
+			model:          "fixed-image-price",
+			wantQuota:      180000,
+			wantUsePrice:   true,
+			wantImageCount: true,
+		},
+		{
+			name:         "ratio price ignores request billing ratios",
+			model:        "ratio-image-price",
+			wantQuota:    15000,
+			wantUsePrice: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+			ctx.Set("group", "default")
+			info := &relaycommon.RelayInfo{
+				OriginModelName: tt.model,
+				UserGroup:       "default",
+				UsingGroup:      "default",
+			}
+			meta := &types.TokenCountMeta{
+				ImagePriceRatio: 3,
+				BillingRatios:   map[string]float64{"n": 3},
+			}
+
+			priceData, err := ModelPriceHelper(ctx, info, 1000, meta)
+
+			require.NoError(t, err)
+			require.Equal(t, tt.wantQuota, priceData.QuotaToPreConsume)
+			require.Equal(t, tt.wantUsePrice, priceData.UsePrice)
+			require.Equal(t, tt.wantImageCount, priceData.HasOtherRatio("n"))
+			require.Equal(t, priceData.OtherRatios(), info.PriceData.OtherRatios())
+		})
+	}
+
+	newInfo := func(model string) (*gin.Context, *relaycommon.RelayInfo) {
+		ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+		ctx.Set("group", "default")
+		return ctx, &relaycommon.RelayInfo{
+			OriginModelName: model,
+			UserGroup:       "default",
+			UsingGroup:      "default",
+		}
+	}
+	meta := &types.TokenCountMeta{BillingRatios: map[string]float64{"n": 3}}
+
+	ctx, info := newInfo("fractional-image-price")
+	priceData, err := ModelPriceHelper(ctx, info, 0, meta)
+	require.NoError(t, err)
+	// 0.0000012 * 500000 * 3 = 1.8, then truncate once to 1.
+	require.Equal(t, 1, priceData.QuotaToPreConsume)
+
+	ctx, info = newInfo("overflow-image-price")
+	_, err = ModelPriceHelper(ctx, info, 0, meta)
+	var clamp *common.QuotaClamp
+	require.ErrorAs(t, err, &clamp)
+	require.Equal(t, "QuotaFromFloat", clamp.Op)
+	require.Equal(t, common.QuotaClampOverflow, clamp.Kind)
+	require.Nil(t, info.Billing)
 }

relay/image_handler.go

@@ -123,16 +123,6 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		imageN = *request.N
 	}
 
-	// n is handled via OtherRatio so it is applied exactly once in quota
-	// calculation (both price-based and ratio-based paths).
-	// Adaptors may have already set a more accurate count from the
-	// upstream response; only set the default when they haven't.
-	if info.PriceData.UsePrice { // only price model use N ratio
-		if !info.PriceData.HasOtherRatio("n") {
-			info.PriceData.AddOtherRatio("n", float64(imageN))
-		}
-	}
-
 	if usage.(*dto.Usage).TotalTokens == 0 {
 		usage.(*dto.Usage).TotalTokens = 1
 	}

service/billing.go

@@ -19,9 +19,8 @@ const (
 // 会话存储在 relayInfo.Billing 上，供后续 Settle / Refund 使用。
 func PreConsumeBilling(c *gin.Context, preConsumedQuota int, relayInfo *relaycommon.RelayInfo) *types.NewAPIError {
 	if relayInfo != nil && relayInfo.QuotaClamp != nil {
-		clamp := relayInfo.QuotaClamp
 		return types.NewErrorWithStatusCode(
-			fmt.Errorf("pre-consume quota is out of range: operation=%s kind=%s value=%g", clamp.Op, clamp.Kind, clamp.Original),
+			relayInfo.QuotaClamp,
 			types.ErrorCodeModelPriceError,
 			http.StatusBadRequest,
 			types.ErrOptionWithSkipRetry(),

service/quota_saturation_test.go

@@ -92,6 +92,10 @@ func TestPreConsumeBillingRejectsSaturatedQuotaBeforeDeduction(t *testing.T) {
 	require.NotNil(t, apiErr)
 	require.Equal(t, types.ErrorCodeModelPriceError, apiErr.GetErrorCode())
 	require.Equal(t, http.StatusBadRequest, apiErr.StatusCode)
+	require.Same(t, info.QuotaClamp, apiErr.Err)
+	var clamp *common.QuotaClamp
+	require.ErrorAs(t, apiErr, &clamp)
+	require.Same(t, info.QuotaClamp, clamp)
 	require.Nil(t, info.Billing)
 }
 

service/text_quota_test.go

@@ -490,3 +490,31 @@ func TestTryTieredSettleNoClampInRange(t *testing.T) {
 	require.NotNil(t, result)
 	require.Nil(t, relayInfo.QuotaClamp, "in-range settlement must not record a clamp")
 }
+
+func TestCalculateTextQuotaSummaryFixedPriceAppliesImageCountOnceAndAllowsOverride(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	priceData := types.PriceData{
+		ModelPrice: 0.12,
+		UsePrice:   true,
+		GroupRatioInfo: types.GroupRatioInfo{
+			GroupRatio: 1,
+		},
+	}
+	priceData.AddOtherRatio("n", 3)
+	relayInfo := &relaycommon.RelayInfo{
+		OriginModelName: "dall-e-3",
+		PriceData:       priceData,
+		StartTime:       time.Now(),
+	}
+	usage := &dto.Usage{PromptTokens: 1, TotalTokens: 1}
+
+	summary := calculateTextQuotaSummary(ctx, relayInfo, usage)
+	require.Equal(t, 180000, summary.Quota)
+
+	// An adaptor-reported actual count replaces the requested count rather
+	// than multiplying it a second time.
+	relayInfo.PriceData.AddOtherRatio("n", 2)
+	summary = calculateTextQuotaSummary(ctx, relayInfo, usage)
+	require.Equal(t, 120000, summary.Quota)
+}

types/request_meta.go

@@ -26,7 +26,8 @@ type TokenCountMeta struct {
 	Files         []*FileMeta `json:"files,omitempty"`          // List of files, each with type and content
 	MaxTokens     int         `json:"max_tokens,omitempty"`     // Maximum tokens allowed in the request
 
-	ImagePriceRatio float64 `json:"image_ratio,omitempty"` // Ratio for image size, if applicable
+	ImagePriceRatio float64            `json:"image_ratio,omitempty"`    // Ratio for image size, if applicable
+	BillingRatios   map[string]float64 `json:"billing_ratios,omitempty"` // Validated request multipliers used by pre-consume billing
 	//IsStreaming   bool        `json:"is_streaming,omitempty"`   // Indicates if the request is streaming
 }