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Model infoModelsSnapshot: 15 Oct 2026

WellSaid / WellSaid speech synthesis

WellSaid Caruso

English speech synthesis with AI Director delivery controls, compatible voice IDs, streaming audio and asynchronous clip generation.

availableClosed weightsText-to-speech
Official documentation (opens in a new tab)Reviewed 16 Oct 2026
23 of 35 specification fields collected
Text input limit1K1,000
Languages1 listedFull language list in specifications
Input billingSee billing notesWellSaid API
Output billingSee billing notesAccess and billing notes below

Specifications

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

Context / input limit
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Maximum input tokens
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Maximum output
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Parameters
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Release date
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Knowledge cutoff
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Tool calling
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Structured output
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Streaming
SupportedSource for Streaming (opens in a new tab)

POST /v1/tts/stream delivers generated audio as a binary stream; this is not a bidirectional text-input websocket.

Batch processing
SupportedSource for Batch processing (opens in a new tab)

Up to 100 clips per asynchronous request. No separate discounted batch rate established; /clips OpenAPI schema omits the documented array alternative.

Fine-tuning
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Reasoning
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Context caching
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Base model
Not collected

No reviewed model-specific specification; unknown is not unsupported.

Speech output languages
EnglishSource for Speech output languages (opens in a new tab)

Languages of voices explicitly compatible with this API selector. Legacy includes partner voices, not only the native engine. One unclosed parenthesis in the Chinese language label was normalized for grouping; raw table is retained.

Stock voice catalog
130 documented speaker IDs compatible with caruso. All are English. Confirm account access with GET /v1/tts/avatars.Source for Stock voice catalog (opens in a new tab)
Model selection
Set model="caruso" explicitly; English voices only. Omitting model selects legacy.Source for Model selection (opens in a new tab)
Maximum prompt characters
1,000Source for Maximum prompt characters (opens in a new tab)

Published default per-request text limit; higher-plan limits may differ. Character limits are not token limits. The schema permits maxLength=1000 while an error example says less than 1000.

Request quotas
Default API key: 3 requests per second. Higher limits by arrangement; monthly character usage and overages apply. Request rate is not concurrency.Source for Request quotas (opens in a new tab)
Output formats
MP3, WAV, s16le (raw PCM)Source for Output formats (opens in a new tab)
Audio sample rates
8000 Hz, 16000 Hz, 22050 Hz, 24000 Hz, 44100 Hz, 48000 Hz, 96000 HzSource for Audio sample rates (opens in a new tab)

Not all rates are available for every format; no complete format/rate matrix published.

API parameters
Required speaker_id and text; optional model, library_ids and audio_configs.file_format/sample_rate. X-Enable-SSML enables limited SSML translation. Send X-API-KEY from a trusted server.Source for API parameters (opens in a new tab)
Pronunciation controls
Limited say-as support for characters, numbers, dates, times, telephone, currency and addresses. Replacement libraries manage pronunciation. This does not imply complete SSML support.Source for Pronunciation controls (opens in a new tab)
Bulk processing
POST /v1/tts/clips accepts one clip or a documented array of up to 100; per-clip character limits depend on plan. Poll GET /v1/tts/clips or /v1/tts/clips/{id}.Source for Bulk processing (opens in a new tab)
Task statuses
PROCESSING, FAILED or COMPLETE. A returned clip_id is not proof of successful generation.Source for Task statuses (opens in a new tab)
Output storage
Generated asynchronous clip download links remain available for one week. Separate account, abuse-review and legal retention policies apply.Source for Output storage (opens in a new tab)
Response format
POST /v1/tts/word-timing returns a ZIP containing synthesized audio, word-timing JSON, SRT and VTT. Fixed metadata is not arbitrary structured-output generation or a separate speech-recognition model.Source for Response format (opens in a new tab)
Published price
API billing uses monthly character usage and overages, with a plan arranged through WellSaid. No current numerical per-character API tariff is established in the reviewed pages. Studio subscription/download-minute prices do not establish API rates or cost per text question.Source for Published price (opens in a new tab)
Creation privacy
The Business/Enterprise agreement says customer data is not used to train WellSaid or third-party AI models. Separately consented custom-voice recordings may train a customer-specific voice. Abuse review may log inputs and outputs, and operational usage data is retained. Clip links remain available for one week; this is not a universal data-deletion TTL. The DPA provides return/deletion of personal data within 90 days of written request, subject to legal retention. Contract and partner-service terms apply; this is not zero retention.Source for Creation privacy (opens in a new tab)
Documentation discrepancy
The current voice directory has 284 IDs; the OpenAPI speaker enum contains only 145 IDs. Use authenticated GET /v1/tts/avatars to confirm availability. Bulk documentation accepts up to 100 input objects, while the published /clips schema describes one object. The older FAQ says MP3 only; newer OpenAPI also lists WAV and s16le. AI Director documents pitch -45 to 100, but some examples use -250/-450; examples are not validated limits.Source for Documentation discrepancy (opens in a new tab)

Compare the linked OpenAPI, bulk, FAQ, model-selection and AI Director sources; no authenticated inference performed.

Voice cloning
Custom voice deployment is offered through sales. Voice recordings require express written consent and may train a customer-specific model. No public self-service enrollment endpoint, reference-audio limits or base-model fine-tuning contract established.Source for Voice cloning (opens in a new tab)
Advanced controls
AI Director XML cues: tempo 0.7–2.3 (neutral 1), loudness -15–9 (neutral 0), pitch -45–100 (neutral 0), and inline respell. Tags may nest. Some documentation examples fall outside stated ranges; confirm behavior before relying on them.Source for Advanced controls (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.

API model ID
caruso
Access
POST https://api.wellsaidlabs.com/v1/tts/stream. X-API-KEY authentication; a valid API plan/trial and compatible speaker_id are required. Stream binary audio.
Regions
Provider states U.S. hosting and data management through Google Cloud Platform; no exact inference region or partner-specific region established.

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

The Business/Enterprise agreement says customer data is not used to train WellSaid or third-party AI models. Separately consented custom-voice recordings may train a customer-specific voice. Abuse review may log inputs and outputs, and operational usage data is retained. Clip links remain available for one week; this is not a universal data-deletion TTL. The DPA provides return/deletion of personal data within 90 days of written request, subject to legal retention. Contract and partner-service terms apply; this is not zero retention.

Read the service policy (opens in a new tab)
API model ID
caruso
Access
POST https://api.wellsaidlabs.com/v1/tts/clips. X-API-KEY authentication; a valid API plan/trial and compatible speaker_id are required. Create one or up to 100 asynchronous clips; poll for COMPLETE/FAILED.
Regions
Provider states U.S. hosting and data management through Google Cloud Platform; no exact inference region or partner-specific region established.

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

The Business/Enterprise agreement says customer data is not used to train WellSaid or third-party AI models. Separately consented custom-voice recordings may train a customer-specific voice. Abuse review may log inputs and outputs, and operational usage data is retained. Clip links remain available for one week; this is not a universal data-deletion TTL. The DPA provides return/deletion of personal data within 90 days of written request, subject to legal retention. Contract and partner-service terms apply; this is not zero retention.

Read the service policy (opens in a new tab)
API model ID
caruso
Access
POST https://api.wellsaidlabs.com/v1/tts/word-timing. X-API-KEY authentication; a valid API plan/trial and compatible speaker_id are required. Return an audio-and-subtitle ZIP with word timings.
Regions
Provider states U.S. hosting and data management through Google Cloud Platform; no exact inference region or partner-specific region established.

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

The Business/Enterprise agreement says customer data is not used to train WellSaid or third-party AI models. Separately consented custom-voice recordings may train a customer-specific voice. Abuse review may log inputs and outputs, and operational usage data is retained. Clip links remain available for one week; this is not a universal data-deletion TTL. The DPA provides return/deletion of personal data within 90 days of written request, subject to legal retention. Contract and partner-service terms apply; this is not zero retention.

Read the service policy (opens in a new tab)

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.

WellSaid API

caruso
Not verified

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How it works
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Minimum reusable input
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Lifetime & refresh
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How to enable it
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Usage fields
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Billing rules
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Limits & data boundaries
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 16 Oct 2026

WellSaid API

caruso
Not verified

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How it works
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Minimum reusable input
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Lifetime & refresh
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How to enable it
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Usage fields
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Billing rules
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Limits & data boundaries
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 16 Oct 2026

WellSaid API

caruso
Not verified

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How it works
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Minimum reusable input
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Lifetime & refresh
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

How to enable it
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Usage fields
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Billing rules
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

Limits & data boundaries
Not collected

No documented inference prompt-cache contract. Stored clips, pronunciation libraries and a contractual right to cache data are not prompt caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 16 Oct 2026

Voice choices

130 voices

Choose a voice within WellSaid Caruso. These are API voice identifiers, not additional model releases. Source links document each voice.

Published voice catalog
Voice / API IDLanguage & accentDelivery
Alana B. · Narration3English
United States
Clear, Crisp, Focused, Informative, Strong API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Ramona J. · Narration4English
United States
Approachable, Casual, Friendly, Inviting, Youthful API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Ramona J. · Promo5English
United States
Approachable, Casual, Friendly, Inviting, Youthful API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Sofia H. · Narration8English
United States
Authoritative, Informative, Professorial, Smooth, Trustworthy API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Vanessa N. · Narration10English
United States
Approachable, Clear, Friendly, Mature, Upbeat API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Isabel V. · Narration11English
United States
Calm, Focused, Relaxed, Inviting, Velvety API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Jeremy G. · Narration13English
United States
Casual, Familiar, Informative, Trustworthy, Youthful API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)
Nicole L. · Narration14English
United States
Calm, Informative, Mature, Professorial, Warm API compatibility documented; individual first-party/partner attribution not established by the Global Voices directory. Published as compatible with caruso.Voice source (opens in a new tab)

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

WellSaid explicitly describes its proprietary closed AI models; model-selection documentation identifies Caruso and the original Legacy engine. This classification does not attribute every partner voice routed by Legacy to WellSaid weights.

Classification evidence (opens in a new tab)

Sources reviewed