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Model infoModelsSnapshot: 15 Oct 2026

Intron / Sahara

Intron Transcript Post-processing

Managed LLM stages for transcript correction, summaries, extraction and spoken question answering.

availableClosed-source managed componentText analysis
Official documentation (opens in a new tab)Reviewed 16 Oct 2026
5 of 19 specification fields collected
Context windowNot collectedAwaiting source review
Maximum outputNot collectedAwaiting source review
Input billingSee billing notesIntron Voice API / enterprise
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 contract; unknown does not mean unsupported.

Maximum input tokens
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Maximum output
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Parameters
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Release date
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Knowledge cutoff
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Tool calling
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Structured output
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Streaming
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Batch processing
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Fine-tuning
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Reasoning
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Context caching
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Base model
Not collected

No reviewed model-specific contract; unknown does not mean unsupported.

Published price
No reviewed public inference tariff. The account-balance API reports NGN for Nigerian accounts and USD for other countries, but a balance or sample balance is not a per-minute, character, token or question price.Source for Published price (opens in a new tab)
Output modalities
Text, Extracted fieldsSource for Output modalities (opens in a new tab)
Output formats
Product JSON fields depend on selected processing options; get_answer returns transcript_answer and overrides other post-processing tasks.Source for Output formats (opens in a new tab)
Request limits
Invoked through file-processing APIs. The synchronous spoken-question route inherits a 120-second audio limit; this is not the backing LLM context window.Source for Request limits (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.

Intron Voice API / enterprise

Provider source (opens in a new tab)
API model ID
Not collected

The reviewed API exposes language or workflow controls, not an immutable model selector.

Access
File-processing APIs with workflow flags; Q&A uses get_answer=TRUE. Language models and exact checkpoint selectors are not disclosed.
Regions
Hosted processing region not established. Offline local deployment is a separately described commercial option, not proof of the hosted API location.

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

Data & enterprise terms

The linked June 2024 privacy policy includes related websites, apps and APIs, including speech data. It permits service operation and improvement, and sharing for support, analytics, internal research and other stated business purposes. Retention depends on purpose and legal requirements; no universal TTL or zero-retention promise is established. Transcribe App terms preserve customer-data ownership and license processing for service operation, legal duties and written permission. A specific model-training opt-out, complete subprocessor regions and newer customer-specific terms remain unresolved.

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.

Intron Voice API / enterprise

Not verified

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

How it works
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

Minimum reusable input
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

Lifetime & refresh
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

How to enable it
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

Usage fields
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

Billing rules
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

Limits & data boundaries
Not collected

No model-specific inference-cache contract verified. Stored files, streaming buffers and account balances are not prompt caching.

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

Caching reviewed 16 Oct 2026

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

Managed LLM post-processing within Intron speech services. Exact backing model, owner and checkpoint are not disclosed; this is not asserted to be a separately trained Intron foundation model.

Classification evidence (opens in a new tab)

Sources reviewed