Alternatives
Best cheaper alternatives to Embed 4 Small Model Vault
Looking for a cheaper or smarter replacement for Embed 4 Small Model Vault by Cohere? We compared every Embedding model with verifiable pricing on real input/output cost, context window, intelligence and modalities. 18 options are meaningfully cheaper.
Category: Embedding 512K context
Gemini Embedding 296% CHEAPER
Google
More modalitiesSame category
$0.2 in · $0 out / 1M Tokens 98%
voyage-multimodal-3.594% CHEAPER
Voyage AI
More modalitiesSame category
$0.12 in · $0.6 out / 1M Tokens + 1B Pixels 32K ctx 96%
pplx-embed-v1-0.6b100% CHEAPER
Perplexity
Same category
$0.004 in · $0 out / 1M Tokens 128K ctx 98%
pplx-embed-context-v1-0.6b100% CHEAPER
Perplexity
Same category
$0.008 in · $0 out / 1M Tokens 128K ctx 98%
rerank-2.5-lite100% CHEAPER
Voyage AI
Same category
$0.02 in · $0 out / 1M Tokens 32K ctx 98%
pplx-embed-v1-4b99% CHEAPER
Perplexity
Same category
$0.03 in · $0 out / 1M Tokens 128K ctx 98%
pplx-embed-context-v1-4b99% CHEAPER
Perplexity
Same category
$0.05 in · $0 out / 1M Tokens 128K ctx 98%
Embedding up to 150M parameters100% CHEAPER
Fireworks AI
Same category
$0.008 in · $0 out / 1M Tokens 96%
Marengo Embed Audio100% CHEAPER
TwelveLabs
Same category
$0.0083 in · $0 out / 1 Minute Audio 96%
Marengo Embed Video99% CHEAPER
TwelveLabs
Same category
$0.042 in · $0 out / 1 Minute Video 96%
Marengo Embed Text98% CHEAPER
TwelveLabs
Same category
$0.07 in · $0 out / 1000 Requests 96%
Marengo Embed Image98% CHEAPER
TwelveLabs
Same category
$0.1 in · $0 out / 1000 Requests 96%
Voyage 3.5 Lite100% CHEAPER
Voyage AI
Same category
$0.00002 in · $0.02 out / 1M Tokens 80%
Voyage 4 Lite100% CHEAPER
Voyage AI
Same category
$0.00002 in · $0.02 out / 1M Tokens 32K ctx 80%
Pplx Embed100% CHEAPER
Perplexity
Same category
$0.008 in · $0.008 out / 1M Tokens 128K ctx 80%
Rerank 2.5100% CHEAPER
Voyage AI
Same category
$0.00005 in · $0.05 out / 1M Tokens 32K ctx 80%
Rerank 2100% CHEAPER
Voyage AI
Same category
$0.00005 in · $0.05 out / 1M Tokens 32K ctx 80%
Voyage 3.5100% CHEAPER
Voyage AI
Same category
$0.00006 in · $0.06 out / 1M Tokens 80%
Costs are normalised to a blended 1M-token workload (or per-unit price for non-token models) using each model's latest verified pricing. Models with pricing under review are excluded from recommendations.