MODEL REFERENCE / COHERE

Embed 5 Pro
verified model reference.

Cohere's highest-quality Embed 5 model for multimodal enterprise retrieval, offline indexing, and quality-critical search.

128,000context tokens

Not publishedmax output

2026-10-06last verified

PRIMARY-SOURCE VERIFIED

Embed 5 Pro at a glance.

Cohere documents a 128,000-token context window. Input modalities: text + image + PDF. Output: embedding. Pricing status: No direct Standard price published.

MODEL IDembed-v5.0-pro

CONTEXT WINDOW128,000tokens

MAX OUTPUTNot published

KNOWLEDGE CUTOFFNot published

STANDARD RATENot publishedper 1 million tokens

OUTPUT RATE—per 1 million tokens

CAPABILITY CONTRACT

Published model behavior.

REASONING

Not published

Only provider-documented reasoning controls are shown; missing controls remain unpublished rather than inferred.

INPUT

text + image + PDF

Input modalities come from the cited official model documentation.

OUTPUT

embedding

Output modality and output-limit claims remain separate so an undocumented token cap is not guessed.

PRICING STATUS

No direct Standard price published.

SXF preserves the provider-published native billing basis. Only calculator-eligible generative token models enter token-cost arithmetic; specialist units and input-only embeddings remain visible without forced conversion.

CAVEATS

What the source record does not assume.

Cohere released Embed 5 Pro on September 30, 2026 and currently lists it as available through the Embed API.

The model supports text, images, and mixed text/image inputs including PDF pages with a 128K context window.

No public numeric pay-as-you-go Embed API token rate was verified. Cohere's published Model Vault instance pricing is a different deployment meter and is not treated as canonical API token pricing.

EXPLORE

Keep the model in context.

OFFICIAL SOURCES

Verification links.

docs.cohere.com/docs/cohere-embed↗docs.cohere.com/changelog/embed-v5↗docs.cohere.com/v1/reference/embed↗cohere.com/pricing↗

WHAT CHANGED

Embed 5 Pro: what changed.

No post-baseline factual changes recorded for Embed 5 Pro since 2026-10-06.

VERIFIED BASELINE2026-10-06Current facts remain aligned with the SXF ledger.

VERIFIED CHANGE HISTORY

Embed 5 Pro verified history.

Open ledger JSON ↗

BASELINE2026-10-06

Embed 5 Pro

Baseline verified: 128,000 context · Not published max output

Official evidence ↗

Append-only SXF ledger · 1 verified event · chain head a81376cb9fe2…