Cohere logo

Embed 4


Embed 4 is Cohere logoCohere's embedding model with a 128K context window, available from 4 providers, starting at $0.120 / 1M input and $0.470 / 1M output. Cohere's fourth-generation embedding model offering high-quality vector representations for semantic search and retrieval across multiple deployment regions.
Spec
Canonical IDcohere-embed-4
TypeEmbedding
StatusActive
CreatorCohereCohere
Providers
Context Window128K tokens
Input ModalitiesImageText
Output ModalitiesEmbedding
Embedding Dimensions256, 512, 1024, 1536
Release Date · 7 months ago

Capabilities

Input2/5
Text
Image
Audio·
Video·
PDF·
Output1/5
Text·
Image·
Audio·
Video·
Embedding
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

ProviderStandardBatch
Input
$ / 1M
Output
$ / 1M
Input
$ / 1M
Output
$ / 1M
Amazon Bedrock logo
Amazon Bedrock
global.cohere.embed-v4:0
$0.120N/A
Cohere logo
Cohere
embed-v4.0
$0.120$0.470$0.060$0.235
Oracle Cloud (OCI) logo
Oracle Cloud (OCI)
cohere.embed-v4.0
$0.120N/A
Vercel AI Gateway logo
Vercel AI Gateway
cohere/embed-v4.0
$0.120N/A

Regional pricing

Provider-specific pricing that varies by region.
Amazon Bedrock logo
Amazon Bedrock
26 regions
RegionStandard
Input
$ / 1M
Global
Global$0.120
Cross-region
Europe (cross-region)/ eu$0.120
US (cross-region)/ us$0.120
Asia Pacific
Asia Pacific (Hyderabad)/ ap-south-2$0.120
Asia Pacific (Jakarta)/ ap-southeast-3$0.120
Asia Pacific (Melbourne)/ ap-southeast-4$0.120
Asia Pacific (Mumbai)/ ap-south-1$0.120
Asia Pacific (Osaka)/ ap-northeast-3$0.120
Asia Pacific (Seoul)/ ap-northeast-2$0.120
Asia Pacific (Singapore)/ ap-southeast-1$0.120
Asia Pacific (Sydney)/ ap-southeast-2$0.120
Asia Pacific (Tokyo)/ ap-northeast-1$0.120
Canada
Canada (Central)/ ca-central-1$0.120
Europe
Europe (Ireland)/ eu-west-1$0.120
Europe (London)/ eu-west-2$0.120
Europe (Frankfurt)/ eu-central-1$0.120
Europe (Milan)/ eu-south-1$0.120
Europe (Paris)/ eu-west-3$0.120
Europe (Spain)/ eu-south-2$0.120
Europe (Stockholm)/ eu-north-1$0.120
Europe (Zurich)/ eu-central-2$0.120
South America
South America (São Paulo)/ sa-east-1$0.120
US
US East (Ohio)/ us-east-2$0.120
US East (Virginia)/ us-east-1$0.120
US West (N. California)/ us-west-1$0.120
US West (Oregon)/ us-west-2$0.120

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Text Embedding 0052K$0.025$0.000Available
Embed 4128K$0.120$0.470Current
Embed 4128K$0.120$0.000Available
NV Embed QA 4$0.100$0.100Available
Text Embedding 42K$0.100$0.000Deprecated
Voyage 432K$0.060$0.000Available
Voyage 4 Large32K$0.120$0.000Available
Voyage 4 Lite32K$0.020$0.000Available
Text Embedding 3.7 Large Exp8K$0.100$0.000Available
Voyage 3.532K$0.060$0.000Available
Voyage 3.5 Lite32K$0.020$0.000Available

Model IDs