Overview
Olmo 3.1 32B Think vs all-mpnet-base-v2: side-by-side summary
Olmo 3.1 32B Think 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.
Olmo 3.1 32B Think, from Ai2, has a 65,536-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
- Olmo 3.1 32B Think: 65,536 tokens
- all-mpnet-base-v2: 512 tokens
- Price
- Olmo 3.1 32B Think: Pricing varies by provider
- all-mpnet-base-v2: $0.005/M tokens
- Provided by
- Olmo 3.1 32B Think: Ai2
- all-mpnet-base-v2: sentence-transformers