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Model infoModelsSnapshot: 15 Oct 2026

Playground / Playground Research

Playground Argus

Vision-language model introduced alongside Playground v3 for detailed image descriptions.

restrictedClosed weightsImage captioning
Official documentation (opens in a new tab)Reviewed 15 Oct 2026
3 of 18 specification fields collected
Image input limitNot collectedAwaiting source review
Output typesTextSee specification notes below
Input billingNot collectedPlayground product / research
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

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Maximum input tokens
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Maximum output
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Maximum prompt characters
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Reasoning
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Tool calling
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Structured output
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Streaming
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Batch processing
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Fine-tuning
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Context caching
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Knowledge cutoff
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Release date
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Parameters
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Architecture
Vision-language model; exact backbone and parameter count are not established.Source for Architecture (opens in a new tab)
Languages
Not collected

Not established for this exact model or operation. Media controls, research training sizes and integration protocols do not establish language-model token or capability limits.

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

Playground product / research

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

Exact checkpoint selector is not established.

Access
Image-captioning model described on the official v3 page. No independent public API selector or tariff established.
Regions
Deployment regions not established

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

Data & enterprise terms

Retention, training use, regional processing and enterprise terms have not been summarized for this endpoint.

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.

Playground product / research

Not verified

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

How it works
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

Minimum reusable input
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

Lifetime & refresh
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

How to enable it
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

Usage fields
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

Billing rules
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

Limits & data boundaries
Not collected

No reviewed prompt-cache support contract or tariff. Fixed generation, image history and asynchronous task polling are not prompt caching.

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

Caching reviewed 15 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

Private hosted/research classification is inferred from the provider describing its own model and no matching weights in its reviewed official public repository inventory. Public Playground v1/v2/v2.5 weights and the frozen upstream Llama encoder are excluded from this claim. Exact weight-license terms remain unverified.

Classification evidence (opens in a new tab)

Sources reviewed