Sonar Pro Search vs multi-qa-mpnet-base-dot-v1: side-by-side summary

Sonar Pro Search and multi-qa-mpnet-base-dot-v1 are available through the OpenRouter API, so switching between them takes a model slug change rather than a new integration.

Sonar Pro Search, from Perplexity, has a 200,000-token context window and is priced at $3/M tokens input, $15/M tokens output on OpenRouter.

multi-qa-mpnet-base-dot-v1, from sentence-transformers, has a 512-token context window and is priced at $0.005/M tokens on OpenRouter.

Context window

• Sonar Pro Search: 200,000 tokens
• multi-qa-mpnet-base-dot-v1: 512 tokens

Price

• Sonar Pro Search: $3/M tokens input, $15/M tokens output
• multi-qa-mpnet-base-dot-v1: $0.005/M tokens

Provided by

• Sonar Pro Search: Perplexity
• multi-qa-mpnet-base-dot-v1: sentence-transformers

• Sonar Pro Search model details, providers and pricing
• multi-qa-mpnet-base-dot-v1 model details, providers and pricing