Cogito v2.1 671B vs all-mpnet-base-v2: side-by-side summary

Cogito v2.1 671B and all-mpnet-base-v2 are available through the OpenRouter API, so switching between them takes a model slug change rather than a new integration.

Cogito v2.1 671B, from deepcogito, has a 128,000-token context window and is priced by the provider serving it on OpenRouter.

all-mpnet-base-v2, from sentence-transformers, has a 512-token context window and is priced at $0.005/M tokens on OpenRouter.

Context window

• Cogito v2.1 671B: 128,000 tokens
• all-mpnet-base-v2: 512 tokens

Price

• Cogito v2.1 671B: Pricing varies by provider
• all-mpnet-base-v2: $0.005/M tokens

Provided by

• Cogito v2.1 671B: deepcogito
• all-mpnet-base-v2: sentence-transformers

• Cogito v2.1 671B model details, providers and pricing
• all-mpnet-base-v2 model details, providers and pricing