Cohere
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
Google
Gemini Embedding 296% CHEAPER
Google
More modalitiesSame category
Voyage AI
voyage-multimodal-3.594% CHEAPER
Voyage AI
More modalitiesSame category
Perplexity
pplx-embed-v1-0.6b100% CHEAPER
Perplexity
Same category
Perplexity
pplx-embed-context-v1-0.6b100% CHEAPER
Perplexity
Same category
Voyage AI
rerank-2.5-lite100% CHEAPER
Voyage AI
Same category
Perplexity
pplx-embed-v1-4b99% CHEAPER
Perplexity
Same category
Perplexity
pplx-embed-context-v1-4b99% CHEAPER
Perplexity
Same category
Fireworks AI
Embedding up to 150M parameters100% CHEAPER
Fireworks AI
Same category
TwelveLabs
Marengo Embed Audio100% CHEAPER
TwelveLabs
Same category
TwelveLabs
Marengo Embed Video99% CHEAPER
TwelveLabs
Same category
TwelveLabs
Marengo Embed Text98% CHEAPER
TwelveLabs
Same category
TwelveLabs
Marengo Embed Image98% CHEAPER
TwelveLabs
Same category
Voyage AI
Voyage 3.5 Lite100% CHEAPER
Voyage AI
Same category
Voyage AI
Voyage 4 Lite100% CHEAPER
Voyage AI
Same category
Perplexity
Pplx Embed100% CHEAPER
Perplexity
Same category
Voyage AI
Rerank 2.5100% CHEAPER
Voyage AI
Same category
Voyage AI
Rerank 2100% CHEAPER
Voyage AI
Same category
Voyage AI
Voyage 3.5100% CHEAPER
Voyage AI
Same category

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.