Model capability probe

Deep Cogito: Cogito v2.1 671B | vision input

Whether Deep Cogito: Cogito v2.1 671B supports vision input cannot be decided from the name alone. Check model ID deepcogito/cogito-v2.1-671b, provider Deepcogito, catalog params, modality, a lightweight runtime probe, and the error body together.

Model

deepcogito/cogito-v2.1-671b

Deep Cogito: Cogito v2.1 671B

Provider

Deepcogito

1 models in catalog

Capability

vision input

vision-input

Catalog signal

runtime probe required

Context: 128,000

Capability probe summary

Model

deepcogito/cogito-v2.1-671b

Capability

vision-input

Catalog signal

runtime probe required

Read-only check. Detection data burns after 5 minutes.

How to judge this capability

Whether Deep Cogito: Cogito v2.1 671B supports vision input cannot be decided from the name alone. Check model ID deepcogito/cogito-v2.1-671b, provider Deepcogito, catalog params, modality, a lightweight runtime probe, and the error body together.

Model: deepcogito/cogito-v2.1-671b
Provider: Deepcogito
Capability: vision input

How to prove it during checking

Read-only check. Detection data burns after 5 minutes.

Start with the catalog signal: runtime probe required, then verify with a real key in read-only mode.
The capability probe must bind model ID deepcogito/cogito-v2.1-671b; do not test another model from the same provider.
vision input · supports frequency_penalty · supports include_reasoning · supports logit_bias · supports max_tokens

Next action

Deep Cogito: Cogito v2.1 671B vision input should turn into an operator action: confirm sale tags, fill the capability matrix, change route, suggest a fallback model, or mark unsupported for now.

Read-only check. Detection data burns after 5 minutes.
Catalog signal: runtime probe required
Context: 128,000

Open key checker

Read-only check. Detection data burns after 5 minutes.

Open models

Deep Cogito: Cogito v2.1 671B

Open providers

Deepcogito