Chroma vs Together AI
The ultimate side-by-side head-to-head analysis for 2026.
Short answer
- Price: not directly comparable — Chroma is free, Together AI is usage-based pricing.
- How to start: Chroma is free, Together AI is usage-based pricing.
These lines are generated from the pricing we track, not from a paid placement. We do not publish a quality score, because we do not have one we can stand behind. They cannot tell you which tool fits your workflow — the sections below are there for that. How we score tools.
Chroma
Together AI
Category
AI Tools
AI Tools
Base Price
Free
Usage-based
Public API
Yes
Yes
Mobile app
No
No
Open source / self-hostable
Yes
No
SSO (SAML)
No
Yes
Choose Chroma if:
Developers prototyping retrieval before choosing a production store.
Choose Together AI if:
Teams running open models in production without managing GPUs.
Chroma: pros & cons
- Trivial to start with in a script
- Open source and free
- Good for prototypes and small collections
- Not designed for very large scale
- Fewer production features than rivals
- Operational tooling is thin
Together AI: pros & cons
- Wide selection of open models
- Fine-tuning available
- Competitive per-token pricing
- Model availability changes over time
- Performance varies by model and load
- No proprietary frontier models
Our verdict on Chroma
The easiest place to start. Plan the migration path before your collection grows.
Our verdict on Together AI
A reasonable middle ground between raw GPUs and closed APIs.