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Model infoModelsSnapshot: 15 Oct 2026

Sber / GigaCheck hosted demo

GigaCheck

Sber’s Russian-text AI-content detector, offered as a public web demo and Telegram bot. The hosted checkpoint is not identified in the product documentation.

previewClosed-source managed componentText analysis
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
9 of 22 specification fields collected
Text input limit10K10,000
Languages1 listedFull language list in specifications
Input billingNot collectedSber web demo
Output billingNot collectedNo inferred price

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
Maximum input tokens
Not collected
Maximum output
Not collected
Reasoning
Not collected
Tool calling
Not collected
Structured output
Not collected
Streaming
Not collected
Batch processing
Not collected
Fine-tuning
Not collected
Knowledge cutoff
Not collected
Release date
Not collected
Parameters
Not collected
Languages
RussianSource for Languages (opens in a new tab)

Verified language of the hosted product; public research checkpoints have separate language coverage.

Context caching
Not collected
Input requirements
20–1,000 words, with a 10,000-character counter in the demo. Both limits are retained; neither is converted to tokens.Source for Input requirements (opens in a new tab)
Classification labels
Human-written, AI-generatedSource for Classification labels (opens in a new tab)

Mixed-content text is classified by the predominant type according to the product FAQ; exact machine-readable enum labels are not published.

Endpoint availability
Public testing demo on the provider website and linked Telegram bot. Integration requires contacting the provider; no public API contract or model selector is documented.Source for Endpoint availability (opens in a new tab)
Usage metering
Public demo described as free. Commercial integration pricing, quotas and billing units are not published in the reviewed materials.Source for Usage metering (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
Not collected

No versioned API model identifier is published for the hosted demo.

Access
Provider web demo: https://developers.sber.ru/portal/products/gigacheck. No inference submitted; public integration API not documented.
Regions
Not verified.

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

Data & enterprise terms

Model-specific retention, training use and processing region not collected.

API model ID
Not collected

No versioned API model identifier is published for the hosted demo.

Access
Official product-linked Telegram bot: https://t.me/layer_ai_detector_bot. No message sent or account-specific access tested.
Regions
Not verified.

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

Data & enterprise terms

Model-specific retention, training use and processing region not collected.

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.

Sber web demo

Not verified

No public cache policy or discount verified for this detector demo.

How it works
Not collected

No public cache policy or discount verified for this detector demo.

Minimum reusable input
Not collected

No public cache policy or discount verified for this detector demo.

Lifetime & refresh
Not collected

No public cache policy or discount verified for this detector demo.

How to enable it
Not collected

No public cache policy or discount verified for this detector demo.

Usage fields
Not collected

No public cache policy or discount verified for this detector demo.

Billing rules
Not collected

No public cache policy or discount verified for this detector demo.

Limits & data boundaries
Not collected

No public cache policy or discount verified for this detector demo.

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

Caching reviewed 14 Oct 2026

GigaCheck Telegram bot

Not verified

No public cache policy or discount verified for this detector demo.

How it works
Not collected

No public cache policy or discount verified for this detector demo.

Minimum reusable input
Not collected

No public cache policy or discount verified for this detector demo.

Lifetime & refresh
Not collected

No public cache policy or discount verified for this detector demo.

How to enable it
Not collected

No public cache policy or discount verified for this detector demo.

Usage fields
Not collected

No public cache policy or discount verified for this detector demo.

Billing rules
Not collected

No public cache policy or discount verified for this detector demo.

Limits & data boundaries
Not collected

No public cache policy or discount verified for this detector demo.

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

Caching reviewed 14 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

Hosted detector with an undisclosed served checkpoint and no public integration API specified. This record describes the managed demo, not the separately published Apache-2.0 GigaCheck-Classifier-Multi or GigaCheck-Detector-Multi weights. Their exact relationship to the demo is unresolved.

Classification evidence (opens in a new tab)

Sources reviewed