Skip to content
Model infoModelsSnapshot: 15 Oct 2026

Alibaba Cloud / Qwen3.7 Embedding

Qwen3.7 Text Embedding

Long-input multilingual retrieval with configurable dense vectors and DashScope sparse output.

availableClosed weightsEmbeddings
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
26 of 32 specification fields collected
Input token limit128K128,000 tokens
Vector dimensions7 optionsSee specification notes below
Input billingSee ratesAlibaba Model Studio · Singapore
Output billingSee ratesPublished units and conditions below

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Maximum input tokens
128,000 tokensSource for Maximum input tokens (opens in a new tab)

API contract: 128,000 tokens per item. Model card separately lists 131,072 input/context tokens; the lower documented request limit is shown.

Maximum output
Not collected
Output modalities
EmbeddingsSource for Output modalities (opens in a new tab)

Native API result type takes precedence over generic model-card modality labels.

Reasoning
Not collected
Streaming
Not collected
Knowledge cutoff
Not collected
Release date
2026-07-15Source for Release date (opens in a new tab)

Earliest reviewed regional release; not inferred from a snapshot suffix.

Parameters
Not collected
Architecture
Not collected
Languages
View all 189 entries
  • Chinese (Simplified Chinese, Traditional Chinese, Cantonese)
  • Burmese
  • Tibetan
  • Meitei
  • English
  • French
  • Portuguese
  • German
  • Romanian
  • Swedish
  • Danish
  • Bulgarian
  • Russian
  • Czech
  • Greek
  • Ukrainian
  • Spanish
  • Dutch
  • Slovak
  • Croatian
  • Polish
  • Lithuanian
  • Norwegian (Bokmål)
  • Norwegian Nynorsk
  • Persian
  • Slovenian
  • Gujarati
  • Latvian
  • Italian
  • Occitan
  • Nepali
  • Marathi
  • Belarusian
  • Serbian
  • Luxembourgish
  • Venetian
  • Assamese
  • Welsh
  • Silesian
  • Asturian
  • Chhattisgarhi
  • Awadhi
  • Maithili
  • Bhojpuri
  • Sindhi
  • Irish
  • Faroese
  • Hindi
  • Punjabi
  • Bengali
  • Odia
  • Tajik
  • Eastern Yiddish
  • Lombard
  • Ligurian
  • Sicilian
  • Friulian
  • Sardinian
  • Galician
  • Catalan
  • Icelandic
  • Tosk
  • Albanian
  • Limburgish
  • Dari
  • Afrikaans
  • Macedonian
  • Sinhala
  • Urdu
  • Magahi
  • Bosnian
  • Armenian
  • Latgalian
  • Scottish Gaelic
  • Central Kurdish
  • Northern Kurdish
  • Southern Pashto
  • Sanskrit
  • Dhundari
  • Marwari
  • Ahirani
  • Bagheli
  • Bagri
  • Bundeli
  • Braj
  • Kumaoni
  • Kashmiri
  • Arabic (Standard, Najdi, Levantine, Egyptian, Moroccan, Mesopotamian, Ta’izzi-Adeni, Tunisian, Gulf, Algerian, Sudanese, Libyan)
  • Hebrew
  • Maltese
  • Amharic
  • Tigrinya
  • Kabyle
  • Somali
  • West Central Oromo
  • Hausa
  • Indonesian
  • Malay
  • Tagalog
  • Cebuano
  • Javanese
  • Sundanese
  • Minangkabau
  • Balinese
  • Banjar
  • Pangasinan
  • Iloko
  • Waray (Philippines)
  • Plateau Malagasy
  • Malagasy
  • Buginese
  • Maori
  • Samoan
  • Hawaiian
  • Fijian
  • Tamil
  • Telugu
  • Kannada
  • Malayalam
  • Turkish
  • North Azerbaijani
  • Northern Uzbek
  • Kazakh
  • Bashkir
  • Tatar
  • Crimean Tatar
  • Kyrgyz
  • Turkmen
  • Uyghur
  • Thai
  • Lao
  • Shan
  • Finnish
  • Estonian
  • Hungarian
  • Meadow Mari
  • Vietnamese
  • Khmer
  • Yoruba
  • Ewe
  • Kinyarwanda
  • Lingala
  • Northern Sotho
  • Nyanja
  • Shona
  • Southern Sotho
  • Tswana
  • Xhosa
  • Zulu
  • Luganda
  • Swati
  • Tsonga
  • Tumbuka
  • Venda
  • Chokwe
  • Luba-Kasai
  • Rundi
  • Umbundu
  • Kikuyu
  • Kongo
  • Nigerian Fulfulde
  • Wolof
  • Fon
  • Kabiyè
  • Mossi
  • Akan
  • Twi
  • Bambara
  • Igbo
  • Japanese
  • Korean
  • Georgian
  • Basque
  • Haitian Creole
  • Papiamento
  • Kabuverdianu
  • Tok Pisin
  • Swahili
  • Central Aymara
  • Tulu
  • Naga
  • Nigerian Pidgin
  • Mauritian Creole
  • Sango
  • Ayacucho Quechua
  • Khalkha Mongolian
  • Southwestern Dinka
  • Nuer
  • Guarani
Source for Languages (opens in a new tab)

189 named entries, retaining grouped Chinese and Arabic variants. Provider separately claims 201 languages and dialects; grouped names are not a normalized language count.

API aliases
qwen3.7-text-embeddingSource for API aliases (opens in a new tab)

Only this exact selector is assigned. Dated variants are not assumed equivalent.

Data retention
Standard inference prompts/responses may be retained for up to 30 days with legal/security exceptions; stateful records/files remain until deleted. Exact-selector zero-data-retention eligibility has not been established in this review.Source for Data retention (opens in a new tab)

Original International policy reference. The domestic Beijing contract was not verified and is not inferred from this policy.

Embedding dimensions
2560, 2048, 1536, 1024, 768, 512, 256Source for Embedding dimensions (opens in a new tab)

Model-specific dimensions table; default 1024. Generic parameter prose has inconsistent model qualifiers.

Items per embedding request
20Source for Items per embedding request (opens in a new tab)

Maximum items in one synchronous request; separate from asynchronous Batch Inference support.

Embedding output modes
dense, sparse, dense&sparseSource for Embedding output modes (opens in a new tab)

DashScope output_type; default dense. OpenAI-compatible API returns float dense vectors only.

Retrieval task modes
query, documentSource for Retrieval task modes (opens in a new tab)

DashScope text_type; default document. Use matching query/document representations for retrieval.

Request mode
OpenAI-compatible embeddings or DashScope text embedding; strings, string arrays or file inputSource for Request mode (opens in a new tab)
Language coverage
Provider claims 201 major languages and dialectsSource for Language coverage (opens in a new tab)
Free usage allowance
1 million tokens Valid for 90 days from the date of Model Studio activation, model release, or application approval, whichever is laterSource for Free usage allowance (opens in a new tab)

Original International Singapore quota. Regional account eligibility can differ.

Usage metering
Input-token billing; vector dimensions are not generated output tokens.Source for Usage metering (opens in a new tab)
Embedding task instructions
DashScope instruct with text_type=query; English task instructions recommendedSource for Embedding task instructions (opens in a new tab)
Request quotas
2,000 RPM; 1,000,000 TPMSource for Request quotas (opens in a new tab)

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

Alibaba Model Studio · Singapore

Provider source (opens in a new tab)
API model ID
qwen3.7-text-embedding
Access
https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/embeddings or https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1/services/embeddings/text-embedding/text-embedding. Use the matching regional workspace API key.
Regions
Singapore
Request quotas
2,000 RPM; 1,000,000 TPMSource for Request quotas (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
EmbeddingsText input1$0.071M tokens
EmbeddingsText input2CN¥0.5251M tokens

Rate conditions

  1. Standard Singapore rate, excluding promotions. Input embeddings are not generated answers; no text-question estimate is inferred.
  2. Published domestic-documentation CNY tariff, not a currency conversion from USD. Singapore rate depends on the account billing currency. No generated-answer estimate is inferred.
Pricing source (opens in a new tab)Pricing source (opens in a new tab)

Data & enterprise terms

Standard inference prompts/responses may be retained for up to 30 days with legal/security exceptions; stateful records/files remain until deleted. Exact-selector zero-data-retention eligibility has not been established in this review.

Read the service policy (opens in a new tab)

Alibaba Model Studio · China (Beijing)

Provider source (opens in a new tab)
API model ID
qwen3.7-text-embedding
Access
https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/compatible-mode/v1/embeddings. Use a Beijing workspace API key. Text embedding also supports the DashScope text-embedding API.
Regions
China (Beijing)
Request quotas
24,000 RPM; 1,000,000 TPMSource for Request quotas (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
EmbeddingsText input1CN¥0.501M tokens
Batch embeddingsBatch text input1CN¥0.251M tokens

Rate conditions

  1. Published domestic-documentation CNY tariff, not a currency conversion from USD. Beijing workspace. No generated-answer estimate is inferred.
Pricing source (opens in a new tab)

Data & enterprise terms

Account-specific regional retention and enterprise policy require confirmation.

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

What the measurements say

No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

Classification inference: this exact service release is documented as a native Alibaba model, and no corresponding weight release was found in the reviewed official Qwen and Alibaba-NLP inventories. The API documentation does not explicitly establish private checkpoint lineage. Related public Qwen3, GTE, GME and GVE weights are not assumed to implement this selector.

Classification evidence (opens in a new tab)

Lifecycle dates

Platform release · Singapore31 Jul 2026Source (opens in a new tab)
Platform release · China (Beijing)15 Jul 2026Source (opens in a new tab)

Sources reviewed