Semantic Ranker Fast is Google's reranking model. A low-latency reranking model optimized for fast semantic reordering of search results.
Specifications
Canonical IDgoogle-semantic-ranker-fast
TypeReranking
StatusActive
CreatorGoogleGoogle
Providers
Input ModalitiesText

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output0/5
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

US Dollar ($)
Per 1M tokens
ProviderStandard
Query
$ / query
Google Vertex AI logo
Google Vertex AI
vertex_ai/semantic-ranker-fast
$0.0010

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Rerank 4 Fast33K$2.00—Available
Rerank 4 Pro33K$2.50—Available
Semantic Ranker 4 Default————Available
Semantic Ranker 4 Fast————Available
Voyage Rerank 332K$0.050—Available
Voyage Rerank 3 Lite32K$0.020—Available
Rerank 3.54K——Deprecated
Voyage Rerank 3.532K——Available
NV RerankQA Mistral 3 4B————Available
Rerank 3 English—4K——Deprecated
Semantic Ranker Fast————Current

Model IDs

google-semantic-ranker-fast
vertex_ai/semantic-ranker-fast
vertex_ai/semantic-ranker-fast@latest