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Model infoModelsSnapshot: 15 Oct 2026

Yandex / Alice AI

Alice AI LLM Flash

Alice AI LLM Flash: text generation model documented in Yandex AI Studio.

Language models (LLMs)
availableClosed weightsText generation
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
6 of 17 specification fields collected
Input token limit65.5K65,536 tokens
Maximum outputNot collectedAwaiting source review
Input / 1M tokens$0.819672Yandex AI Studio
Output / 1M tokens$1.639344USD · observed 14 Oct 2026

Specifications

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

Context / input limit
65,536 tokensSource for Context / input limit (opens in a new tab)

Shared context window, not independent input plus output allowances.

Maximum input tokens
65,536 tokensSource for Maximum input tokens (opens in a new tab)

Upper context ceiling; generated output must also fit.

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
Not collected
Context caching
SupportedSource for Context caching (opens in a new tab)

Automatic where applicable; a cache hit or a discount is not guaranteed.

Input modalities
TextSource for Input modalities (opens in a new tab)
Output modalities
TextSource for Output modalities (opens in a new tab)
Native model options
gpt://<folder_ID>/aliceai-llm-flashSource for Native model options (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.

Yandex AI Studio

Provider source (opens in a new tab)
API model ID
gpt://<folder_ID>/aliceai-llm-flash
Access
Authenticated provider API; account access and quotas apply.
Regions
Contract and deployment dependent; exact processing location not verified.
INPUT / 1M TOKENS$0.819672
OUTPUT / 1M TOKENS$1.639344

Published USD rates for Iron Hive doo Beograd (Serbia) or Direct Cursus Technology L.L.C. (Dubai) contracts; VAT excluded. Not a conversion of RUB or KZT rates. Synchronous base text rates. Built-in tool context and tool invocations may have separate charges. Cached input price: $0.204918 / 1M tokens (base tier).

USD · observed 14 Oct 2026 · Pricing evidence (opens in a new tab)
Published billing units · original currency · observed 14 Oct 2026
CategoryUsageRateUnit
Built-in tool contextInput tokens from built-in tools1$0.2049181M tokens

Rate conditions

  1. Published USD rates for Iron Hive doo Beograd (Serbia) or Direct Cursus Technology L.L.C. (Dubai) contracts; VAT excluded. Not a conversion of RUB or KZT rates. Separate context-token category, not a tool invocation fee and not arbitrary custom function output.
Pricing source (opens in a new tab)

Data & enterprise terms

Request logging is on by default. Documentation supports x-data-logging-enabled: false to avoid saving requests; this is not a blanket zero-retention guarantee for every API resource.

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 AI Studio

gpt://<folder_ID>/aliceai-llm-flash
Documented
Support evidence (opens in a new tab)
How it works
Automatic when applicableSource for How it works (opens in a new tab)
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Provider-managed; cache applicability is automatic.Source for How to enable it (opens in a new tab)
Usage fields
Cached input tokens; output tokens are not cached.Source for Usage fields (opens in a new tab)
Billing rules
Use the documented endpoint cached-input rate; some models have no price reduction.Source for Billing rules (opens in a new tab)
Limits & data boundaries
No guaranteed cache hit. Cache lifetime and minimum prefix were not verified.Source for Limits & data boundaries (opens in a new tab)
Cache reads, writes & storage
ChargeApplies toRate / unit
Cache read1Text tokens · Base tier$0.204918 / 1M tokensPricing evidence (opens in a new tab)

Rate conditions

  1. Published USD rates for Iron Hive doo Beograd (Serbia) or Direct Cursus Technology L.L.C. (Dubai) contracts; VAT excluded. Not a conversion of RUB or KZT rates. Synchronous base text rates. Built-in tool context and tool invocations may have separate charges.

Observed 14 Oct 2026. Write rates and storage fees are different charges; use the billing rules above.

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

Native provider model documented through hosted APIs. No exact matching weight release was found in the reviewed official Yandex model inventory. Public Lite 5, Alice Foundation and Alice T5 checkpoints are excluded, and are not assumed equivalent to the hosted model.

Classification evidence (opens in a new tab)

Lifecycle dates

First documented API availability (may have been preview)19 May 2026Source (opens in a new tab)

Sources reviewed