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Model infoModelsSnapshot: 15 Oct 2026

Yandex / Yandex Vision OCR

Vision OCR Driver License Front

Extract identity and license details from the front of a supported driver license.

availableClosed weightsOCR
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
9 of 24 specification fields collected
Image input limit10 MB per file; 20 megapixels per image.See specification notes below
Document limitsUp to 200 PDF pages using asynchronous recognition. Single-page PDFs can use the synchronous route.See specification notes below
Input billingSee ratesYandex Vision OCR
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.

Context / input limit
Not collected
Maximum input tokens
Not collected
Maximum output
Not collected

Output consists of recognized text and coordinates; a generative token allowance is not specified.

Reasoning
Not collected
Tool calling
Not collected
Structured output
Not collected

Fixed OCR response fields are documented; this does not establish user-defined LLM JSON Schema support.

Streaming
Not collected
Batch processing
Not collected
Fine-tuning
Not collected
Knowledge cutoff
Not collected
Release date
Not collected
Parameters
Not collected
Languages
Not collected
Context caching
Not collected
Image input limits
10 MB per file; 20 megapixels per image.Source for Image input limits (opens in a new tab)
Document limits
Up to 200 PDF pages using asynchronous recognition. Single-page PDFs can use the synchronous route.Source for Document limits (opens in a new tab)
Data retention
Asynchronous recognition results are retained for 3 days.Source for Data retention (opens in a new tab)

Result retention is not a universal no-training or no-logging commitment.

Native model options
driver-license-frontSource for Native model options (opens in a new tab)

Exact model parameter; languageCodes separately chooses the applicable language model.

Output formats
JSON entities array, JSON Lines for asynchronous PDF resultsSource for Output formats (opens in a new tab)
Billing basis
Each successfully recognized image or PDF page is a separate billable unit. Repeating recognition is separately billed.Source for Billing basis (opens in a new tab)
Language coverage
Not collected

The provider publishes a country-by-document matrix; its check marks were not preserved in the evidence text. Country coverage is not inferred from country names alone.

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
driver-license-front
Access
POST https://ai.api.cloud.yandex.net/ocr/v1/recognizeText; authenticated model parameter plus languageCodes.
Regions
Contract and deployment dependent; no universal processing region inferred.

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
OCR recognitionDocument recognition1$0.00581967image or PDF page

Rate conditions

  1. Published USD prices for Iron Hive doo Beograd or Direct Cursus Technology L.L.C. contracts, excluding VAT. Not a RUB/KZT currency conversion. Successful recognition only; each page and repeat request is billed separately.
Pricing source (opens in a new tab)

Data & enterprise terms

Asynchronous results retained for 3 days; other data policy commitments not established.

Read the service policy (opens in a new tab)
API model ID
driver-license-front
Access
POST https://ai.api.cloud.yandex.net/ocr/v1/recognizeTextAsync; authenticated model parameter plus languageCodes.
Regions
Contract and deployment dependent; no universal processing region inferred.

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
OCR recognitionDocument recognition1$0.00581967image or PDF page

Rate conditions

  1. Published USD prices for Iron Hive doo Beograd or Direct Cursus Technology L.L.C. contracts, excluding VAT. Not a RUB/KZT currency conversion. Successful recognition only; each page and repeat request is billed separately.
Pricing source (opens in a new tab)

Data & enterprise terms

Asynchronous results retained for 3 days; other data policy commitments not established.

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.

Yandex Vision OCR

driver-license-front
Not verified

No exact-model prompt cache or cache discount verified. Repeat requests are not assumed free.

How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected

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

Caching reviewed 14 Oct 2026

Yandex Vision OCR

driver-license-front
Not verified

No exact-model prompt cache or cache discount verified. Repeat requests are not assumed free.

How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected

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

Provider names this native recognition or synthesis model in its hosted API documentation. No exact matching downloadable checkpoint was found in the reviewed official Yandex model inventory; public SDK source does not release the served model weights.

Classification evidence (opens in a new tab)

Lifecycle dates

Provider announced an OCR model refresh; no immutable revision ID supplied18 May 2026Source (opens in a new tab)

Sources reviewed