feat(pricing): add qwen hunyuan and huawei maas payg importers

2026-05-22 12:13:54 +08:00
parent d9c552cba5
commit 6c3569fb65
20 changed files with 1032 additions and 16 deletions
--- a/scripts/import_huawei_maas_pricing.go
+++ b/scripts/import_huawei_maas_pricing.go
@@ -0,0 +1,209 @@
+//go:build llm_script
+
+package main
+
+import (
+	"database/sql"
+	"encoding/json"
+	"flag"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"sort"
+	"strings"
+	"time"
+)
+
+const (
+	defaultHuaweiMaaSPricingURL       = "https://portal.huaweicloud.com/api/calculator/rest/cbc/portalcalculatornodeservice/v4/api/productInfo?urlPath=maas&language=zh-cn&sign=common"
+	defaultHuaweiMaaSPricingSourceURL = "https://support.huaweicloud.com/price-maas/price-maas-0002.html"
+)
+
+type huaweiMaaSPricingImportConfig struct {
+	URL     string
+	Fixture string
+	DryRun  bool
+	Timeout time.Duration
+}
+
+type huaweiMaaSPricingEnvelope struct {
+	Product map[string][]huaweiMaaSPricingRow `json:"product"`
+}
+
+type huaweiMaaSPricingRow struct {
+	ResourceSpecCode string                  `json:"resourceSpecCode"`
+	ResourceSpecType string                  `json:"resourceSpecType"`
+	ModelName        string                  `json:"Model Name"`
+	PlanList         []huaweiMaaSPricingPlan `json:"planList"`
+}
+
+type huaweiMaaSPricingPlan struct {
+	UsageFactor string  `json:"usageFactor"`
+	Amount      float64 `json:"amount"`
+}
+
+func main() {
+	loadSubscriptionImportEnv()
+
+	var url string
+	var fixture string
+	var dryRun bool
+	var timeoutSeconds int
+
+	flag.StringVar(&url, "url", defaultHuaweiMaaSPricingURL, "华为云 MaaS 官方价格 JSON API")
+	flag.StringVar(&fixture, "fixture", "", "华为云 MaaS 价格样例文件")
+	flag.BoolVar(&dryRun, "dry-run", false, "仅解析并打印摘要，不写入数据库")
+	flag.IntVar(&timeoutSeconds, "timeout", 20, "请求超时（秒）")
+	flag.Parse()
+
+	cfg := huaweiMaaSPricingImportConfig{URL: url, Fixture: fixture, DryRun: dryRun, Timeout: time.Duration(timeoutSeconds) * time.Second}
+
+	var db *sql.DB
+	var err error
+	if !cfg.DryRun {
+		db, err = subscriptionImportDB()
+		if err != nil {
+			fmt.Fprintf(os.Stderr, "open db: %v\n", err)
+			os.Exit(1)
+		}
+		defer db.Close()
+	}
+
+	if err := runHuaweiMaaSPricingImport(cfg, db, os.Stdout); err != nil {
+		fmt.Fprintf(os.Stderr, "import_huawei_maas_pricing: %v\n", err)
+		os.Exit(1)
+	}
+}
+
+func runHuaweiMaaSPricingImport(cfg huaweiMaaSPricingImportConfig, db *sql.DB, out io.Writer) error {
+	client := &http.Client{Timeout: cfg.Timeout}
+	raw, err := fetchRawPricingPage(cfg.URL, cfg.Fixture, client)
+	if err != nil {
+		return err
+	}
+	records, err := parseHuaweiMaaSPricingCatalog(raw)
+	if err != nil {
+		return err
+	}
+	records = dedupeOfficialPricingRecords(records)
+	if cfg.DryRun {
+		_, err = fmt.Fprintf(out, "source=huawei-maas-pricing-import models=%d operator=%s dry_run=true\n", len(records), records[0].OperatorName)
+		return err
+	}
+	if db == nil {
+		return fmt.Errorf("db is required when dry-run=false")
+	}
+	if err := upsertOfficialPricingRecords(db, records, "huawei-maas-pricing-import"); err != nil {
+		return err
+	}
+	var tableRows int
+	if err := db.QueryRow(`SELECT COUNT(*) FROM region_pricing`).Scan(&tableRows); err != nil {
+		return fmt.Errorf("count region_pricing: %w", err)
+	}
+	_, err = fmt.Fprintf(out, "source=huawei-maas-pricing-import models=%d operator=%s table_rows=%d dry_run=false\n", len(records), records[0].OperatorName, tableRows)
+	return err
+}
+
+func parseHuaweiMaaSPricingCatalog(raw string) ([]officialPricingRecord, error) {
+	var envelope huaweiMaaSPricingEnvelope
+	if err := json.Unmarshal([]byte(raw), &envelope); err != nil {
+		return nil, fmt.Errorf("parse huawei maas pricing json: %w", err)
+	}
+	items := envelope.Product["modelarts_modelarts.tokens"]
+	if len(items) == 0 {
+		return nil, fmt.Errorf("unexpected huawei maas pricing content")
+	}
+
+	type grouped struct {
+		providerType string
+		modelName    string
+		inputs       []float64
+		outputs      []float64
+	}
+	byCode := map[string]*grouped{}
+	for _, item := range items {
+		entry := byCode[item.ResourceSpecCode]
+		if entry == nil {
+			entry = &grouped{providerType: item.ResourceSpecType, modelName: firstNonEmptyText(item.ModelName, item.ResourceSpecCode)}
+			byCode[item.ResourceSpecCode] = entry
+		}
+		for _, plan := range item.PlanList {
+			switch {
+			case strings.HasPrefix(plan.UsageFactor, "input"):
+				entry.inputs = append(entry.inputs, plan.Amount)
+			case strings.HasPrefix(plan.UsageFactor, "output"):
+				entry.outputs = append(entry.outputs, plan.Amount)
+			}
+		}
+	}
+
+	keys := make([]string, 0, len(byCode))
+	for code := range byCode {
+		keys = append(keys, code)
+	}
+	sort.Strings(keys)
+
+	records := make([]officialPricingRecord, 0, len(keys))
+	for _, code := range keys {
+		entry := byCode[code]
+		if len(entry.inputs) == 0 || len(entry.outputs) == 0 {
+			continue
+		}
+		sort.Float64s(entry.inputs)
+		sort.Float64s(entry.outputs)
+		providerName := normalizeHuaweiMaaSProvider(entry.providerType, entry.modelName)
+		providerNameCn, providerCountry, providerWebsite := providerMetadata(providerName)
+		records = append(records, officialPricingRecord{
+			ModelID:         normalizeExternalID("huawei-maas", entry.modelName),
+			ModelName:       entry.modelName,
+			ProviderName:    providerName,
+			ProviderNameCn:  providerNameCn,
+			ProviderCountry: providerCountry,
+			ProviderWebsite: providerWebsite,
+			OperatorName:    "Huawei Cloud MaaS",
+			OperatorNameCn:  "华为云 MaaS",
+			OperatorCountry: "CN",
+			OperatorWebsite: "https://www.huaweicloud.com/product/maas.html",
+			OperatorType:    "official",
+			Region:          "CN",
+			Currency:        "CNY",
+			InputPrice:      entry.inputs[0],
+			OutputPrice:     entry.outputs[0],
+			SourceURL:       defaultHuaweiMaaSPricingSourceURL,
+			ModelSourceURL:  defaultHuaweiMaaSPricingSourceURL,
+			DateConfidence:  "unknown",
+			DateSourceKind:  "official_pricing",
+			Modality:        detectModality(entry.modelName),
+		})
+	}
+	if len(records) == 0 {
+		return nil, fmt.Errorf("no huawei maas input/output pricing rows found")
+	}
+	return records, nil
+}
+
+func normalizeHuaweiMaaSProvider(providerType string, modelName string) string {
+	switch strings.ToLower(strings.TrimSpace(providerType)) {
+	case "deepseek":
+		return "DeepSeek"
+	case "qwen", "multimodalunderstanding":
+		return "Qwen"
+	case "glm":
+		return "Zhipu AI"
+	case "longcat":
+		return "LongCat"
+	default:
+		lower := strings.ToLower(modelName)
+		switch {
+		case strings.Contains(lower, "deepseek"):
+			return "DeepSeek"
+		case strings.Contains(lower, "qwen"):
+			return "Qwen"
+		case strings.Contains(lower, "glm"):
+			return "Zhipu AI"
+		default:
+			return strings.TrimSpace(providerType)
+		}
+	}
+}
--- a/scripts/import_huawei_maas_pricing_test.go
+++ b/scripts/import_huawei_maas_pricing_test.go
@@ -0,0 +1,68 @@
+//go:build llm_script
+
+package main
+
+import (
+	"bytes"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+)
+
+func TestParseHuaweiMaaSPricingCatalogBuildsRecords(t *testing.T) {
+	raw, err := os.ReadFile(filepath.Join("testdata", "huawei_maas_pricing_sample.json"))
+	if err != nil {
+		t.Fatalf("读取 fixture 失败: %v", err)
+	}
+
+	records, err := parseHuaweiMaaSPricingCatalog(string(raw))
+	if err != nil {
+		t.Fatalf("parseHuaweiMaaSPricingCatalog 返回错误: %v", err)
+	}
+	if len(records) != 3 {
+		t.Fatalf("期望 3 条华为云 MaaS 价格记录，实际 %d", len(records))
+	}
+	if records[0].ModelID != "huawei-maas-deepseek-v4-pro" {
+		t.Fatalf("首条 modelID 错误: %q", records[0].ModelID)
+	}
+	recordMap := make(map[string]officialPricingRecord, len(records))
+	for _, record := range records {
+		recordMap[record.ModelID] = record
+	}
+	if recordMap["huawei-maas-deepseek-v4-pro"].ProviderName != "DeepSeek" {
+		t.Fatalf("deepseek provider 归一化错误: %q", recordMap["huawei-maas-deepseek-v4-pro"].ProviderName)
+	}
+	if recordMap["huawei-maas-qwen3-32b"].ProviderName != "Qwen" {
+		t.Fatalf("Qwen provider 归一化错误: %q", recordMap["huawei-maas-qwen3-32b"].ProviderName)
+	}
+	if recordMap["huawei-maas-qwen3-32b"].OutputPrice != 0.008 {
+		t.Fatalf("qwen3-32b 输出价格错误: %v", recordMap["huawei-maas-qwen3-32b"].OutputPrice)
+	}
+	if recordMap["huawei-maas-glm-5"].InputPrice != 0.004 || recordMap["huawei-maas-glm-5"].OutputPrice != 0.018 {
+		t.Fatalf("glm-5 阶梯基线价格错误: %v / %v", recordMap["huawei-maas-glm-5"].InputPrice, recordMap["huawei-maas-glm-5"].OutputPrice)
+	}
+}
+
+func TestRunHuaweiMaaSPricingImportDryRunPrintsSummary(t *testing.T) {
+	var out bytes.Buffer
+	err := runHuaweiMaaSPricingImport(huaweiMaaSPricingImportConfig{
+		URL:     defaultHuaweiMaaSPricingURL,
+		Fixture: filepath.Join("testdata", "huawei_maas_pricing_sample.json"),
+		DryRun:  true,
+	}, nil, &out)
+	if err != nil {
+		t.Fatalf("runHuaweiMaaSPricingImport 返回错误: %v", err)
+	}
+	output := out.String()
+	for _, want := range []string{
+		"source=huawei-maas-pricing-import",
+		"models=3",
+		"operator=Huawei Cloud MaaS",
+		"dry_run=true",
+	} {
+		if !strings.Contains(output, want) {
+			t.Fatalf("输出缺少 %q，实际: %q", want, output)
+		}
+	}
+}
--- a/scripts/import_hunyuan_pricing.go
+++ b/scripts/import_hunyuan_pricing.go
@@ -0,0 +1,168 @@
+//go:build llm_script
+
+package main
+
+import (
+	"database/sql"
+	"flag"
+	"fmt"
+	"html"
+	"io"
+	"net/http"
+	"os"
+	"regexp"
+	"strings"
+	"time"
+)
+
+const defaultHunyuanPricingURL = "https://cloud.tencent.com/document/product/1729/97731"
+
+var hunyuanModelLinePattern = regexp.MustCompile(`^[A-Za-z0-9 ._-]+$`)
+
+type hunyuanPricingImportConfig struct {
+	URL     string
+	Fixture string
+	DryRun  bool
+	Timeout time.Duration
+}
+
+func main() {
+	loadSubscriptionImportEnv()
+
+	var url string
+	var fixture string
+	var dryRun bool
+	var timeoutSeconds int
+
+	flag.StringVar(&url, "url", defaultHunyuanPricingURL, "腾讯混元官方价格页")
+	flag.StringVar(&fixture, "fixture", "", "腾讯混元价格样例文件")
+	flag.BoolVar(&dryRun, "dry-run", false, "仅解析并打印摘要，不写入数据库")
+	flag.IntVar(&timeoutSeconds, "timeout", 20, "请求超时（秒）")
+	flag.Parse()
+
+	cfg := hunyuanPricingImportConfig{URL: url, Fixture: fixture, DryRun: dryRun, Timeout: time.Duration(timeoutSeconds) * time.Second}
+
+	var db *sql.DB
+	var err error
+	if !cfg.DryRun {
+		db, err = subscriptionImportDB()
+		if err != nil {
+			fmt.Fprintf(os.Stderr, "open db: %v\n", err)
+			os.Exit(1)
+		}
+		defer db.Close()
+	}
+
+	if err := runHunyuanPricingImport(cfg, db, os.Stdout); err != nil {
+		fmt.Fprintf(os.Stderr, "import_hunyuan_pricing: %v\n", err)
+		os.Exit(1)
+	}
+}
+
+func runHunyuanPricingImport(cfg hunyuanPricingImportConfig, db *sql.DB, out io.Writer) error {
+	client := &http.Client{Timeout: cfg.Timeout}
+	raw, err := fetchRawPricingPage(cfg.URL, cfg.Fixture, client)
+	if err != nil {
+		return err
+	}
+	records, err := parseHunyuanPricingCatalog(raw)
+	if err != nil {
+		return err
+	}
+	records = dedupeOfficialPricingRecords(records)
+	if cfg.DryRun {
+		_, err = fmt.Fprintf(out, "source=hunyuan-pricing-import models=%d operator=%s dry_run=true\n", len(records), records[0].OperatorName)
+		return err
+	}
+	if db == nil {
+		return fmt.Errorf("db is required when dry-run=false")
+	}
+	if err := upsertOfficialPricingRecords(db, records, "hunyuan-pricing-import"); err != nil {
+		return err
+	}
+	var tableRows int
+	if err := db.QueryRow(`SELECT COUNT(*) FROM region_pricing`).Scan(&tableRows); err != nil {
+		return fmt.Errorf("count region_pricing: %w", err)
+	}
+	_, err = fmt.Fprintf(out, "source=hunyuan-pricing-import models=%d operator=%s table_rows=%d dry_run=false\n", len(records), records[0].OperatorName, tableRows)
+	return err
+}
+
+func parseHunyuanPricingCatalog(raw string) ([]officialPricingRecord, error) {
+	lines := hunyuanPricingLines(raw)
+	records := make([]officialPricingRecord, 0)
+	currentModel := ""
+	currentInput := 0.0
+	for _, line := range lines {
+		trimmed := strings.TrimSpace(line)
+		switch {
+		case trimmed == "" || strings.Contains(trimmed, "混元生文价格说明") || strings.Contains(trimmed, "token 后付费") ||
+			strings.Contains(trimmed, "产品名") || strings.Contains(trimmed, "输入长度") || strings.Contains(trimmed, "免费额度"):
+			continue
+		case strings.HasPrefix(trimmed, "输入："):
+			currentInput = mustParseSubscriptionPrice(strings.TrimSuffix(strings.TrimPrefix(trimmed, "输入："), "元"))
+		case strings.HasPrefix(trimmed, "输出："):
+			if currentModel == "" || currentInput == 0 {
+				continue
+			}
+			outputPrice := mustParseSubscriptionPrice(strings.TrimSuffix(strings.TrimPrefix(trimmed, "输出："), "元"))
+			providerNameCn, providerCountry, providerWebsite := providerMetadata("Tencent")
+			records = append(records, officialPricingRecord{
+				ModelID:         normalizeExternalID("hunyuan", currentModel),
+				ModelName:       currentModel,
+				ProviderName:    "Tencent",
+				ProviderNameCn:  providerNameCn,
+				ProviderCountry: providerCountry,
+				ProviderWebsite: providerWebsite,
+				OperatorName:    "Tencent Hunyuan",
+				OperatorNameCn:  "腾讯混元",
+				OperatorCountry: "CN",
+				OperatorWebsite: "https://cloud.tencent.com/product/hunyuan",
+				OperatorType:    "official",
+				Region:          "CN",
+				Currency:        "CNY",
+				InputPrice:      currentInput,
+				OutputPrice:     outputPrice,
+				SourceURL:       defaultHunyuanPricingURL,
+				ModelSourceURL:  defaultHunyuanPricingURL,
+				DateConfidence:  "unknown",
+				DateSourceKind:  "official_pricing",
+				Modality:        detectModality(currentModel),
+			})
+			currentModel = ""
+			currentInput = 0
+		case hunyuanModelLinePattern.MatchString(trimmed) && !strings.Contains(trimmed, "元") && !strings.Contains(trimmed, "tokens") && trimmed != "-":
+			currentModel = trimmed
+			currentInput = 0
+		}
+	}
+	if len(records) == 0 {
+		return nil, fmt.Errorf("unexpected hunyuan pricing content")
+	}
+	return records, nil
+}
+
+func hunyuanPricingLines(raw string) []string {
+	raw = strings.ReplaceAll(raw, `\u003c`, "<")
+	raw = strings.ReplaceAll(raw, `\u003e`, ">")
+	raw = strings.ReplaceAll(raw, `\n`, "\n")
+	raw = strings.ReplaceAll(raw, `\t`, " ")
+	raw = html.UnescapeString(raw)
+	replacer := strings.NewReplacer(
+		"<br>", "\n", "<br/>", "\n", "<br />", "\n",
+		"</p>", "\n", "</div>", "\n", "</section>", "\n", "</tr>", "\n",
+		"</td>", "\n", "</th>", "\n", "</li>", "\n", "</h1>", "\n",
+		"</h2>", "\n", "</h3>", "\n", "</h4>", "\n", "</h5>", "\n", "</h6>", "\n",
+	)
+	withBreaks := replacer.Replace(raw)
+	withBreaks = regexp.MustCompile(`(?is)<[^>]+>`).ReplaceAllString(withBreaks, " ")
+	parts := strings.Split(withBreaks, "\n")
+	lines := make([]string, 0, len(parts))
+	for _, part := range parts {
+		line := strings.TrimSpace(regexp.MustCompile(`\s+`).ReplaceAllString(part, " "))
+		if line != "" {
+			lines = append(lines, line)
+		}
+	}
+	return lines
+}
--- a/scripts/import_hunyuan_pricing_test.go
+++ b/scripts/import_hunyuan_pricing_test.go
@@ -0,0 +1,61 @@
+//go:build llm_script
+
+package main
+
+import (
+	"bytes"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+)
+
+func TestParseHunyuanPricingCatalogBuildsRecords(t *testing.T) {
+	raw, err := os.ReadFile(filepath.Join("testdata", "hunyuan_pricing_sample.txt"))
+	if err != nil {
+		t.Fatalf("读取 fixture 失败: %v", err)
+	}
+
+	records, err := parseHunyuanPricingCatalog(string(raw))
+	if err != nil {
+		t.Fatalf("parseHunyuanPricingCatalog 返回错误: %v", err)
+	}
+	if len(records) != 5 {
+		t.Fatalf("期望 5 条混元价格记录，实际 %d", len(records))
+	}
+	if records[0].ModelID != "hunyuan-tencent-hy-2-0-think" {
+		t.Fatalf("首条 modelID 错误: %q", records[0].ModelID)
+	}
+	if records[2].ModelName != "Hunyuan-T1" {
+		t.Fatalf("第三条模型名错误: %q", records[2].ModelName)
+	}
+	if records[3].InputPrice != 0.8 || records[3].OutputPrice != 2 {
+		t.Fatalf("Hunyuan-TurboS 定价错误: %v / %v", records[3].InputPrice, records[3].OutputPrice)
+	}
+	if records[4].ProviderName != "Tencent" {
+		t.Fatalf("provider 错误: %q", records[4].ProviderName)
+	}
+}
+
+func TestRunHunyuanPricingImportDryRunPrintsSummary(t *testing.T) {
+	var out bytes.Buffer
+	err := runHunyuanPricingImport(hunyuanPricingImportConfig{
+		URL:     defaultHunyuanPricingURL,
+		Fixture: filepath.Join("testdata", "hunyuan_pricing_sample.txt"),
+		DryRun:  true,
+	}, nil, &out)
+	if err != nil {
+		t.Fatalf("runHunyuanPricingImport 返回错误: %v", err)
+	}
+	output := out.String()
+	for _, want := range []string{
+		"source=hunyuan-pricing-import",
+		"models=5",
+		"operator=Tencent Hunyuan",
+		"dry_run=true",
+	} {
+		if !strings.Contains(output, want) {
+			t.Fatalf("输出缺少 %q，实际: %q", want, output)
+		}
+	}
+}
--- a/scripts/import_plan_catalog_test.go
+++ b/scripts/import_plan_catalog_test.go
@@ -47,16 +47,18 @@ func TestBuildPlanCatalogRows(t *testing.T) {
 		"cucloud-aicp-platform":                   "import_cucloud_catalog.go",
 		"cucloud-ai-app-platform":                 "import_cucloud_catalog.go",
 		"mobile-cloud-ai-market":                  "import_mobile_cloud_catalog.go",
+		"aliyun-modelscope-api-inference":         "import_catalog_seed_verification.go",
 		"youdao-zhiyun-maas":                      "import_youdao_pricing.go",
+		"ctyun-model-inference-payg":              "import_catalog_seed_verification.go",
 		"360-open-platform":                       "import_360_pricing.go",
 		"siliconflow-siliconcloud":                "import_siliconflow_pricing.go",
 		"ppio-model-api":                          "import_ppio_pricing.go",
 		"ucloud-umodelverse":                      "import_ucloud_pricing.go",
 		"anthropic-api-payg":                      "import_catalog_seed_verification.go",
 		"xai-api-payg":                            "import_catalog_seed_verification.go",
-		"alibaba-qwen-api-payg":                   "import_catalog_seed_verification.go",
-		"tencent-hunyuan-api-payg":                "import_catalog_seed_verification.go",
-		"huawei-pangu-api-payg":                   "import_catalog_seed_verification.go",
+		"alibaba-qwen-api-payg":                   "import_qwen_pricing.go",
+		"tencent-hunyuan-api-payg":                "import_hunyuan_pricing.go",
+		"huawei-pangu-api-payg":                   "import_huawei_maas_pricing.go",
 		"baichuan-api-payg":                       "import_catalog_seed_verification.go",
 		"01ai-api-payg":                           "import_catalog_seed_verification.go",
 		"sensenova-api-payg":                      "import_catalog_seed_verification.go",
@@ -67,7 +69,7 @@ func TestBuildPlanCatalogRows(t *testing.T) {
 		"baai-flagopen-api-payg":                  "import_catalog_seed_verification.go",
 		"skywork-api-payg":                        "import_catalog_seed_verification.go",
 		"infinigence-api-payg":                    "import_catalog_seed_verification.go",
-		"qingcloud-coreshub":                      "import_catalog_seed_verification.go",
+		"qingcloud-coreshub":                      "import_coreshub_pricing.go",
 		"ksyun-xingliu-platform":                  "import_catalog_seed_verification.go",
 		"google-gemini-api-payg":                  "import_catalog_seed_verification.go",
 		"mistral-api-payg":                        "import_catalog_seed_verification.go",
--- a/scripts/import_qwen_pricing.go
+++ b/scripts/import_qwen_pricing.go
@@ -0,0 +1,178 @@
+//go:build llm_script
+
+package main
+
+import (
+	"database/sql"
+	"flag"
+	"fmt"
+	"html"
+	"io"
+	"net/http"
+	"os"
+	"regexp"
+	"strings"
+	"time"
+)
+
+const defaultQwenPricingURL = "https://help.aliyun.com/zh/model-studio/model-pricing"
+
+var qwenModelLinePattern = regexp.MustCompile(`^(qwen[0-9a-z.-]+|qwq[0-9a-z.-]+|qvq[0-9a-z.-]+)$`)
+
+type qwenPricingImportConfig struct {
+	URL     string
+	Fixture string
+	DryRun  bool
+	Timeout time.Duration
+}
+
+func main() {
+	loadSubscriptionImportEnv()
+
+	var url string
+	var fixture string
+	var dryRun bool
+	var timeoutSeconds int
+
+	flag.StringVar(&url, "url", defaultQwenPricingURL, "通义千问官方模型价格页")
+	flag.StringVar(&fixture, "fixture", "", "通义千问价格样例文件")
+	flag.BoolVar(&dryRun, "dry-run", false, "仅解析并打印摘要，不写入数据库")
+	flag.IntVar(&timeoutSeconds, "timeout", 20, "请求超时（秒）")
+	flag.Parse()
+
+	cfg := qwenPricingImportConfig{URL: url, Fixture: fixture, DryRun: dryRun, Timeout: time.Duration(timeoutSeconds) * time.Second}
+
+	var db *sql.DB
+	var err error
+	if !cfg.DryRun {
+		db, err = subscriptionImportDB()
+		if err != nil {
+			fmt.Fprintf(os.Stderr, "open db: %v\n", err)
+			os.Exit(1)
+		}
+		defer db.Close()
+	}
+
+	if err := runQwenPricingImport(cfg, db, os.Stdout); err != nil {
+		fmt.Fprintf(os.Stderr, "import_qwen_pricing: %v\n", err)
+		os.Exit(1)
+	}
+}
+
+func runQwenPricingImport(cfg qwenPricingImportConfig, db *sql.DB, out io.Writer) error {
+	client := &http.Client{Timeout: cfg.Timeout}
+	raw, err := fetchRawPricingPage(cfg.URL, cfg.Fixture, client)
+	if err != nil {
+		return err
+	}
+	records, err := parseQwenPricingCatalog(raw)
+	if err != nil {
+		return err
+	}
+	records = dedupeOfficialPricingRecords(records)
+	if cfg.DryRun {
+		_, err = fmt.Fprintf(out, "source=qwen-pricing-import models=%d operator=%s dry_run=true\n", len(records), records[0].OperatorName)
+		return err
+	}
+	if db == nil {
+		return fmt.Errorf("db is required when dry-run=false")
+	}
+	if err := upsertOfficialPricingRecords(db, records, "qwen-pricing-import"); err != nil {
+		return err
+	}
+	var tableRows int
+	if err := db.QueryRow(`SELECT COUNT(*) FROM region_pricing`).Scan(&tableRows); err != nil {
+		return fmt.Errorf("count region_pricing: %w", err)
+	}
+	_, err = fmt.Fprintf(out, "source=qwen-pricing-import models=%d operator=%s table_rows=%d dry_run=false\n", len(records), records[0].OperatorName, tableRows)
+	return err
+}
+
+func parseQwenPricingCatalog(raw string) ([]officialPricingRecord, error) {
+	lines := qwenPricingLines(raw)
+	records := make([]officialPricingRecord, 0)
+	for i := 0; i < len(lines); i++ {
+		modelName := strings.ToLower(strings.TrimSpace(lines[i]))
+		if !qwenModelLinePattern.MatchString(modelName) {
+			continue
+		}
+		block := make([]string, 0, 12)
+		for j := i + 1; j < len(lines) && j < i+14; j++ {
+			next := strings.ToLower(strings.TrimSpace(lines[j]))
+			if qwenModelLinePattern.MatchString(next) {
+				break
+			}
+			block = append(block, lines[j])
+		}
+		prices := qwenBlockPrices(block)
+		if len(prices) < 2 {
+			continue
+		}
+		providerNameCn, providerCountry, providerWebsite := providerMetadata("Qwen")
+		record := officialPricingRecord{
+			ModelID:         normalizeExternalID("qwen", modelName),
+			ModelName:       modelName,
+			ProviderName:    "Qwen",
+			ProviderNameCn:  providerNameCn,
+			ProviderCountry: providerCountry,
+			ProviderWebsite: providerWebsite,
+			OperatorName:    "DashScope",
+			OperatorNameCn:  "通义千问 API",
+			OperatorCountry: "CN",
+			OperatorWebsite: "https://help.aliyun.com/zh/model-studio/model-pricing",
+			OperatorType:    "official",
+			Region:          "CN",
+			Currency:        "CNY",
+			InputPrice:      prices[0],
+			OutputPrice:     prices[1],
+			SourceURL:       defaultQwenPricingURL,
+			ModelSourceURL:  defaultQwenPricingURL,
+			DateConfidence:  "unknown",
+			DateSourceKind:  "official_pricing",
+			Modality:        detectModality(modelName),
+		}
+		records = append(records, record)
+	}
+	if len(records) == 0 {
+		return nil, fmt.Errorf("unexpected qwen pricing content")
+	}
+	return records, nil
+}
+
+func qwenPricingLines(raw string) []string {
+	raw = strings.ReplaceAll(raw, `\u003c`, "<")
+	raw = strings.ReplaceAll(raw, `\u003e`, ">")
+	raw = strings.ReplaceAll(raw, `\n`, "\n")
+	raw = strings.ReplaceAll(raw, `\t`, " ")
+	raw = html.UnescapeString(raw)
+	replacer := strings.NewReplacer(
+		"<br>", "\n", "<br/>", "\n", "<br />", "\n",
+		"</p>", "\n", "</div>", "\n", "</section>", "\n", "</tr>", "\n",
+		"</td>", "\n", "</th>", "\n", "</li>", "\n", "</h1>", "\n",
+		"</h2>", "\n", "</h3>", "\n", "</h4>", "\n", "</h5>", "\n", "</h6>", "\n",
+	)
+	withBreaks := replacer.Replace(raw)
+	tagPattern := regexp.MustCompile(`(?is)<[^>]+>`)
+	withBreaks = tagPattern.ReplaceAllString(withBreaks, " ")
+	parts := strings.Split(withBreaks, "\n")
+	lines := make([]string, 0, len(parts))
+	for _, part := range parts {
+		line := strings.TrimSpace(regexp.MustCompile(`\s+`).ReplaceAllString(part, " "))
+		if line != "" {
+			lines = append(lines, line)
+		}
+	}
+	return lines
+}
+
+func qwenBlockPrices(lines []string) []float64 {
+	pricePattern := regexp.MustCompile(`^([0-9]+(?:\.[0-9]+)?) 元$`)
+	prices := make([]float64, 0, 4)
+	for _, line := range lines {
+		match := pricePattern.FindStringSubmatch(strings.TrimSpace(line))
+		if len(match) == 2 {
+			prices = append(prices, mustParseSubscriptionPrice(match[1]))
+		}
+	}
+	return prices
+}
--- a/scripts/import_qwen_pricing_test.go
+++ b/scripts/import_qwen_pricing_test.go
@@ -0,0 +1,61 @@
+//go:build llm_script
+
+package main
+
+import (
+	"bytes"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+)
+
+func TestParseQwenPricingCatalogBuildsRecords(t *testing.T) {
+	raw, err := os.ReadFile(filepath.Join("testdata", "qwen_pricing_sample.txt"))
+	if err != nil {
+		t.Fatalf("读取 fixture 失败: %v", err)
+	}
+
+	records, err := parseQwenPricingCatalog(string(raw))
+	if err != nil {
+		t.Fatalf("parseQwenPricingCatalog 返回错误: %v", err)
+	}
+	if len(records) != 4 {
+		t.Fatalf("期望 4 条通义千问价格记录，实际 %d", len(records))
+	}
+	if records[0].ModelID != "qwen-qwen-max" {
+		t.Fatalf("首条 modelID 错误: %q", records[0].ModelID)
+	}
+	if records[1].InputPrice != 0.8 || records[1].OutputPrice != 2 {
+		t.Fatalf("qwen-plus 定价错误: %v / %v", records[1].InputPrice, records[1].OutputPrice)
+	}
+	if records[2].Modality != "multimodal" {
+		t.Fatalf("qwen-vl-max modality 错误: %q", records[2].Modality)
+	}
+	if records[3].ProviderName != "Qwen" {
+		t.Fatalf("provider 错误: %q", records[3].ProviderName)
+	}
+}
+
+func TestRunQwenPricingImportDryRunPrintsSummary(t *testing.T) {
+	var out bytes.Buffer
+	err := runQwenPricingImport(qwenPricingImportConfig{
+		URL:     defaultQwenPricingURL,
+		Fixture: filepath.Join("testdata", "qwen_pricing_sample.txt"),
+		DryRun:  true,
+	}, nil, &out)
+	if err != nil {
+		t.Fatalf("runQwenPricingImport 返回错误: %v", err)
+	}
+	output := out.String()
+	for _, want := range []string{
+		"source=qwen-pricing-import",
+		"models=4",
+		"operator=DashScope",
+		"dry_run=true",
+	} {
+		if !strings.Contains(output, want) {
+			t.Fatalf("输出缺少 %q，实际: %q", want, output)
+		}
+	}
+}
--- a/scripts/importer_smoke_gate_test.sh
+++ b/scripts/importer_smoke_gate_test.sh
@@ -24,5 +24,13 @@ printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=coreshub-fixture'
 printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=coreshub-live'
 printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=ctyun-fixture'
 printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=ctyun-live'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=tencent-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=tencent-live'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=qwen-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=qwen-live'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=hunyuan-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=hunyuan-live'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=huawei-maas-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=huawei-maas-live'

 echo "importer_smoke_gate_test: PASS"
--- a/scripts/official_pricing_import_common.go
+++ b/scripts/official_pricing_import_common.go
@@ -438,6 +438,10 @@ func providerMetadata(providerName string) (string, string, string) {
 		return "OpenAI", "US", "https://openai.com"
 	case "Perplexity":
 		return "Perplexity", "US", "https://www.perplexity.ai"
+	case "Tencent":
+		return "腾讯", "CN", "https://cloud.tencent.com"
+	case "Huawei":
+		return "华为", "CN", "https://www.huaweicloud.com"
 	case "xAI":
 		return "xAI", "US", "https://x.ai"
 	case "Zhipu AI":
--- a/scripts/pipeline_runtime_alignment_test.sh
+++ b/scripts/pipeline_runtime_alignment_test.sh
@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+check_contains() {
+    local file="$1"
+    local needle="$2"
+    grep -Fq "$needle" "$file" || {
+        echo "missing in ${file}: ${needle}"
+        exit 1
+    }
+}
+
+check_contains "scripts/run_intel_pipeline.sh" 'PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription'
+check_contains "scripts/run_real_pipeline.sh" 'PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription'
+check_contains "scripts/run_daily.sh" 'PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription'
+
+check_contains "scripts/run_intel_pipeline.sh" 'run_or_fail "tencent_subscription" "腾讯云套餐导入失败"'
+check_contains "scripts/run_real_pipeline.sh" 'merge_failed_source_keys "tencent_subscription"'
+check_contains "scripts/run_real_pipeline.sh" 'record_failure "腾讯云套餐导入失败"'
+check_contains "scripts/run_daily.sh" 'merge_failed_source_keys "tencent_subscription"'
+check_contains "scripts/run_daily.sh" 'error_exit "腾讯云套餐导入失败"'
+check_contains "scripts/run_intel_pipeline.sh" 'run_or_fail "qwen_pricing" "通义千问价格导入失败"'
+check_contains "scripts/run_intel_pipeline.sh" 'run_or_fail "hunyuan_pricing" "腾讯混元价格导入失败"'
+check_contains "scripts/run_intel_pipeline.sh" 'run_or_fail "huawei_maas_pricing" "华为云 MaaS 价格导入失败"'
+check_contains "scripts/run_real_pipeline.sh" 'merge_failed_source_keys "qwen_pricing"'
+check_contains "scripts/run_real_pipeline.sh" 'merge_failed_source_keys "hunyuan_pricing"'
+check_contains "scripts/run_real_pipeline.sh" 'merge_failed_source_keys "huawei_maas_pricing"'
+check_contains "scripts/run_daily.sh" 'merge_failed_source_keys "qwen_pricing"'
+check_contains "scripts/run_daily.sh" 'merge_failed_source_keys "hunyuan_pricing"'
+check_contains "scripts/run_daily.sh" 'merge_failed_source_keys "huawei_maas_pricing"'
+
+
+check_contains "scripts/verify_importer_smoke.sh" 'run_smoke "tencent-live"'
+check_contains "scripts/verify_importer_smoke.sh" 'run_smoke "qwen-fixture"'
+check_contains "scripts/verify_importer_smoke.sh" 'run_smoke "hunyuan-fixture"'
+check_contains "scripts/verify_importer_smoke.sh" 'run_smoke "huawei-maas-fixture"'
+
+echo "pipeline_runtime_alignment_test: PASS"
--- a/scripts/run_daily.sh
+++ b/scripts/run_daily.sh
@@ -22,7 +22,7 @@ MODEL_COUNT=""
 FETCH_OUT="${PROJECT_DIR}/models.json"
 FETCH_TOTAL="0"
 PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot,daily_report"
-PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,qwen_pricing,hunyuan_pricing,huawei_maas_pricing,catalog_seed_verification"
 PIPELINE_FAILED_SOURCE_SET="none"
 MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
 PIPELINE_AUDIT_SUMMARY=""
@@ -245,6 +245,14 @@ if ! go run -tags llm_script \
    merge_failed_source_keys "mobile_cloud_catalog"
    error_exit "移动云目录校验失败"
 fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/tencent_catalog_lib.go \
+    scripts/import_tencent_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "tencent_subscription"
+    error_exit "腾讯云套餐导入失败"
+fi
+
 if ! go run -tags llm_script \
    scripts/subscription_import_common.go \
    scripts/official_pricing_import_common.go \
@@ -383,6 +391,27 @@ if ! go run -tags llm_script \
    merge_failed_source_keys "azure_openai_pricing"
    error_exit "Azure OpenAI 价格导入失败"
 fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/import_qwen_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "qwen_pricing"
+    error_exit "通义千问价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/import_hunyuan_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "hunyuan_pricing"
+    error_exit "腾讯混元价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/import_huawei_maas_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "huawei_maas_pricing"
+    error_exit "华为云 MaaS 价格导入失败"
+fi
 if ! go run -tags llm_script \
    scripts/subscription_import_common.go \
    scripts/import_catalog_seed_verification.go >> "$LOG_FILE" 2>&1; then
--- a/scripts/run_intel_pipeline.sh
+++ b/scripts/run_intel_pipeline.sh
@@ -27,7 +27,7 @@ REPORT_DATE="${REPORT_DATE:-$(date +%F)}"
 FETCH_OUT="$ROOT_DIR/models.json"
 FETCH_TOTAL="0"
 PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot"
-PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,qwen_pricing,hunyuan_pricing,huawei_maas_pricing,catalog_seed_verification"
 PIPELINE_FAILED_SOURCE_SET="none"
 MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
 PIPELINE_AUDIT_SUMMARY=""
@@ -142,6 +142,8 @@ run_or_fail "cucloud_catalog" "联通云目录校验失败" \
  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/catalog_verification_common.go ./scripts/import_cucloud_catalog.go
 run_or_fail "mobile_cloud_catalog" "移动云目录校验失败" \
  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/catalog_verification_common.go ./scripts/import_mobile_cloud_catalog.go
+run_or_fail "tencent_subscription" "腾讯云套餐导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/tencent_catalog_lib.go ./scripts/import_tencent_subscription.go
 run_or_fail "youdao_pricing" "网易有道价格导入失败" \
  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/youdao_pricing_lib.go ./scripts/import_youdao_pricing.go
 run_or_fail "platform360_pricing" "360 智脑价格导入失败" \
@@ -171,6 +173,12 @@ run_or_fail "bedrock_pricing" "Amazon Bedrock 价格导入失败" \
  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/bedrock_pricing_lib.go ./scripts/import_bedrock_pricing.go
 run_or_fail "azure_openai_pricing" "Azure OpenAI 价格导入失败" \
  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/azure_openai_pricing_lib.go ./scripts/import_azure_openai_pricing.go
+run_or_fail "qwen_pricing" "通义千问价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_qwen_pricing.go
+run_or_fail "hunyuan_pricing" "腾讯混元价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_hunyuan_pricing.go
+run_or_fail "huawei_maas_pricing" "华为云 MaaS 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_huawei_maas_pricing.go

 refresh_pipeline_audit
 run_or_fail "catalog_seed_verification" "目录级官方入口核验失败" \
--- a/scripts/run_real_pipeline.sh
+++ b/scripts/run_real_pipeline.sh
@@ -28,7 +28,7 @@ REPORT_DATE="$(report_date_value)"
 FETCH_OUT="$ROOT_DIR/models.json"
 FETCH_TOTAL="0"
 PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot,daily_report"
-PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,tencent_subscription,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,coreshub_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,qwen_pricing,hunyuan_pricing,huawei_maas_pricing,catalog_seed_verification"
 PIPELINE_FAILED_SOURCE_SET="none"
 MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
 PIPELINE_AUDIT_SUMMARY=""
@@ -194,6 +194,11 @@ if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./script
  record_failure "移动云目录校验失败"
  exit 1
 fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/tencent_catalog_lib.go" "./scripts/import_tencent_subscription.go"; then
+  merge_failed_source_keys "tencent_subscription"
+  record_failure "腾讯云套餐导入失败"
+  exit 1
+fi
 if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/youdao_pricing_lib.go" "./scripts/import_youdao_pricing.go"; then
  merge_failed_source_keys "youdao_pricing"
  record_failure "网易有道价格导入失败"
@@ -264,6 +269,21 @@ if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./script
  record_failure "Azure OpenAI 价格导入失败"
  exit 1
 fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/import_qwen_pricing.go"; then
+  merge_failed_source_keys "qwen_pricing"
+  record_failure "通义千问价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/import_hunyuan_pricing.go"; then
+  merge_failed_source_keys "hunyuan_pricing"
+  record_failure "腾讯混元价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/import_huawei_maas_pricing.go"; then
+  merge_failed_source_keys "huawei_maas_pricing"
+  record_failure "华为云 MaaS 价格导入失败"
+  exit 1
+fi
 if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/import_catalog_seed_verification.go"; then
  merge_failed_source_keys "catalog_seed_verification"
  record_failure "目录级官方入口核验失败"
--- a/scripts/tencent_catalog_lib.go
+++ b/scripts/tencent_catalog_lib.go
@@ -106,10 +106,16 @@ func parseTencentCatalog(raw string) (tencentCatalog, error) {
 		}

 		switch line {
-		case "### 套餐详情":
+		case "### 套餐详情", "套餐详情":
+			if currentSeries == "" {
+				continue
+			}
 			currentMode = "plans"
 			continue
-		case "### 可用模型":
+		case "### 可用模型", "可用模型":
+			if currentSeries == "" {
+				continue
+			}
 			currentMode = "models"
 			continue
 		}
@@ -159,7 +165,7 @@ func normalizeTencentCatalogLines(raw string) []string {
 	rawLines := strings.Split(text, "\n")
 	lines := make([]string, 0, len(rawLines))
 	for _, rawLine := range rawLines {
-		line := strings.TrimSpace(rawLine)
+		line := strings.Trim(strings.TrimSpace(rawLine), "\uFEFF")
 		if line == "" {
 			continue
 		}
@@ -178,6 +184,13 @@ func extractUpdatedAt(line string) string {

 func extractSeriesHeading(line string) string {
 	if !strings.HasPrefix(line, "## ") {
+		trimmed := strings.Trim(line, "\uFEFF ")
+		switch trimmed {
+		case "通用 Token Plan 套餐":
+			return "通用 Token Plan"
+		case "Hy Token Plan 套餐":
+			return "Hy Token Plan"
+		}
 		return ""
 	}
 	series := strings.TrimSpace(strings.TrimPrefix(line, "## "))
--- a/scripts/testdata/huawei_maas_pricing_sample.json
+++ b/scripts/testdata/huawei_maas_pricing_sample.json
@@ -0,0 +1,74 @@
+{
+  "product": {
+    "modelarts_modelarts.tokens": [
+      {
+        "resourceSpecCode": "modelarts.tokens.deepseek.v4.pro",
+        "resourceSpecType": "DeepSeek",
+        "Model Name": "deepseek-v4-pro",
+        "planList": [{"usageFactor": "input", "amount": 0.012}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.deepseek.v4.pro",
+        "resourceSpecType": "DeepSeek",
+        "Model Name": "deepseek-v4-pro",
+        "planList": [{"usageFactor": "output", "amount": 0.024}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.qwen3-32b",
+        "resourceSpecType": "Qwen",
+        "Model Name": "qwen3-32b",
+        "planList": [{"usageFactor": "input", "amount": 0.002}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.qwen3-32b",
+        "resourceSpecType": "Qwen",
+        "Model Name": "qwen3-32b",
+        "planList": [{"usageFactor": "output", "amount": 0.008}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.qwen3-32b",
+        "resourceSpecType": "Qwen",
+        "Model Name": "qwen3-32b",
+        "planList": [{"usageFactor": "output_with_think", "amount": 0.02}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.glm.5",
+        "resourceSpecType": "GLM",
+        "Model Name": "glm-5",
+        "planList": [{"usageFactor": "input_token_interval_1", "amount": 0.004}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.glm.5",
+        "resourceSpecType": "GLM",
+        "Model Name": "glm-5",
+        "planList": [{"usageFactor": "input_token_interval_2", "amount": 0.006}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.glm.5",
+        "resourceSpecType": "GLM",
+        "Model Name": "glm-5",
+        "planList": [{"usageFactor": "output_token_interval_1", "amount": 0.018}],
+        "tableUnit": "detail_6_"
+      },
+      {
+        "resourceSpecCode": "modelarts.tokens.glm.5",
+        "resourceSpecType": "GLM",
+        "Model Name": "glm-5",
+        "planList": [{"usageFactor": "output_token_interval_2", "amount": 0.022}],
+        "tableUnit": "detail_6_"
+      }
+    ]
+  },
+  "period": {},
+  "region": {},
+  "tag": {},
+  "urlPath": "maas",
+  "tab": {}
+}
--- a/scripts/testdata/hunyuan_pricing_sample.txt
+++ b/scripts/testdata/hunyuan_pricing_sample.txt
@@ -0,0 +1,21 @@
+混元生文价格说明
+token 后付费
+在免费额度用完后，按如下价格进行后付费计费。
+产品名
+输入长度 ≤32k tokens
+输入长度 （32k, 128k] tokens
+Tencent HY 2.0 Think
+输入：4.13元
+输出：16.58元
+Tencent HY 2.0 Instruct
+输入：0.57元
+输出：2.27元
+Hunyuan-T1
+输入：1元
+输出：4元
+Hunyuan-TurboS
+输入：0.8元
+输出：2元
+hunyuan-large-role
+输入：0.24元
+输出：0.96元
--- a/scripts/testdata/qwen_pricing_sample.txt
+++ b/scripts/testdata/qwen_pricing_sample.txt
@@ -0,0 +1,38 @@
+更新时间：2026-05-22
+模型调用计费
+文本生成-千问
+模型名称
+输入单价（每百万 Token）
+输出单价（每百万 Token）
+免费额度 （注）
+qwen-max
+当前能力等同于 qwen-max-2024-09-19 Batch 调用 半价
+仅非思考模式
+无阶梯计价
+2.4 元
+9.6 元
+各 100 万 Token
+qwen-plus
+当前能力等同于 qwen-plus-2025-12-01 Batch 调用 半价
+0<Token≤128K
+0.8 元
+2 元
+8 元
+128K<Token≤256K
+2.4 元
+20 元
+qwen-vl-max
+当前能力等同于 qwen-vl-max-2025-08-13 Batch 调用 半价 上下文缓存 享有折扣
+无阶梯计价
+1.6 元
+4 元
+各 100 万 Token
+qwen3-coder-plus
+当前能力等同于 qwen3-coder-plus-2025-09-23 上下文缓存 享有折扣
+0<Token≤32K
+4 元
+16 元
+各 100 万 Token
+32K<Token≤128K
+6 元
+24 元
--- a/scripts/verify_importer_smoke.sh
+++ b/scripts/verify_importer_smoke.sh
@@ -8,6 +8,10 @@ cd "$ROOT_DIR"
 CORESHUB_FIXTURE_PATH="${CORESHUB_FIXTURE_PATH:-./scripts/testdata/coreshub_pricing_sample.txt}"
 CTYUN_CODING_FIXTURE_PATH="${CTYUN_CODING_FIXTURE_PATH:-./scripts/testdata/ctyun_coding_plan_sample.txt}"
 CTYUN_TOKEN_FIXTURE_PATH="${CTYUN_TOKEN_FIXTURE_PATH:-./scripts/testdata/ctyun_token_plan_sample.txt}"
+TENCENT_FIXTURE_PATH="${TENCENT_FIXTURE_PATH:-./scripts/testdata/tencent_token_plan_sample.txt}"
+QWEN_FIXTURE_PATH="${QWEN_FIXTURE_PATH:-./scripts/testdata/qwen_pricing_sample.txt}"
+HUNYUAN_FIXTURE_PATH="${HUNYUAN_FIXTURE_PATH:-./scripts/testdata/hunyuan_pricing_sample.txt}"
+HUAWEI_MAAS_FIXTURE_PATH="${HUAWEI_MAAS_FIXTURE_PATH:-./scripts/testdata/huawei_maas_pricing_sample.json}"

 last_meaningful_line() {
    awk 'NF && $0 !~ /^exit status [0-9]+$/ { line=$0 } END { print line }'
@@ -38,5 +42,13 @@ run_smoke "coreshub-fixture" "go run -tags llm_script ./scripts/subscription_imp
 run_smoke "coreshub-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/coreshub_pricing_lib.go ./scripts/import_coreshub_pricing.go -dry-run"
 run_smoke "ctyun-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/ctyun_subscription_lib.go ./scripts/import_ctyun_subscription.go -coding-fixture ${CTYUN_CODING_FIXTURE_PATH@Q} -token-fixture ${CTYUN_TOKEN_FIXTURE_PATH@Q} -dry-run"
 run_smoke "ctyun-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/ctyun_subscription_lib.go ./scripts/import_ctyun_subscription.go -dry-run"
+run_smoke "tencent-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/tencent_catalog_lib.go ./scripts/import_tencent_subscription.go -fixture ${TENCENT_FIXTURE_PATH@Q} -dry-run"
+run_smoke "tencent-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/tencent_catalog_lib.go ./scripts/import_tencent_subscription.go -dry-run"
+run_smoke "qwen-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_qwen_pricing.go -fixture ${QWEN_FIXTURE_PATH@Q} -dry-run"
+run_smoke "qwen-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_qwen_pricing.go -dry-run"
+run_smoke "hunyuan-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_hunyuan_pricing.go -fixture ${HUNYUAN_FIXTURE_PATH@Q} -dry-run"
+run_smoke "hunyuan-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_hunyuan_pricing.go -dry-run"
+run_smoke "huawei-maas-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_huawei_maas_pricing.go -fixture ${HUAWEI_MAAS_FIXTURE_PATH@Q} -dry-run"
+run_smoke "huawei-maas-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/import_huawei_maas_pricing.go -dry-run"

 echo "IMPORTER_SMOKE_RESULT: PASS"
--- a/seeds/plan_catalog_inventory_seed_cn_relays_top20plus.json
+++ b/seeds/plan_catalog_inventory_seed_cn_relays_top20plus.json
@@ -347,7 +347,7 @@
      "region": "CN",
      "currency": "CNY",
      "billingCycle": "usage",
-      "importerKey": "import_youdao_pricing.go",
+      "importerKey": "import_catalog_seed_verification.go",
      "notes": "魔搭社区提供统一模型推理网关。",
      "catalogSegment": "relay_top20plus",
      "marketRank": 8
@@ -401,7 +401,7 @@
      "region": "CN",
      "currency": "CNY",
      "billingCycle": "usage",
-      "importerKey": "import_360_pricing.go",
+      "importerKey": "import_catalog_seed_verification.go",
      "notes": "与 Token Plan 并行提供按量计费。",
      "catalogSegment": "relay_top20plus",
      "marketRank": 9
--- a/seeds/plan_catalog_inventory_seed_cn_vendors_top20.json
+++ b/seeds/plan_catalog_inventory_seed_cn_vendors_top20.json
@@ -23,7 +23,7 @@
      "region": "CN",
      "currency": "CNY",
      "billingCycle": "usage",
-      "importerKey": "import_catalog_seed_verification.go",
+      "importerKey": "import_qwen_pricing.go",
      "notes": "按量计费为主，套餐型信息单独由百炼 Token Plan/Coding Plan 行承载。",
      "catalogSegment": "vendor_top20",
      "marketRank": 1
@@ -50,7 +50,7 @@
      "region": "CN",
      "currency": "CNY",
      "billingCycle": "usage",
-      "importerKey": "import_catalog_seed_verification.go",
+      "importerKey": "import_hunyuan_pricing.go",
      "notes": "腾讯官方模型能力入口，订阅套餐另走腾讯云 TokenHub。",
      "catalogSegment": "vendor_top20",
      "marketRank": 2
@@ -158,8 +158,8 @@
      "region": "CN",
      "currency": "CNY",
      "billingCycle": "usage",
-      "importerKey": "import_catalog_seed_verification.go",
-      "notes": "当前公开能力同时存在按量计费与资源包计费两类入口。",
+      "importerKey": "import_huawei_maas_pricing.go",
+      "notes": "当前公开按量价格页实际覆盖华为云 MaaS 文本生成模型集合，未见独立盘古 SKU 公开单价。",
      "catalogSegment": "vendor_top20",
      "marketRank": 6
    },