Comparison
chroma vs infinity
Verdict
Pick chroma if chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying; pick infinity if infiniflow/infinity is an AI-native database for LLM applications, offering fast hybrid search capabilities for dense vector, sparse vector, tensor, and full-text data.
Markdown twin · chroma alternatives · infinity alternatives
GraphCanon updated Sep 20, 2026
24views this month
vs
Trust & integrity
| Signal | chroma | infinity |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (8d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- chroma
- Search infrastructure for AI
- infinity
- AI-native database for LLM applications with fast hybrid search capabilities
Stars
- chroma
- 29k
- infinity
- 4.7k
Forks
- chroma
- 2.5k
- infinity
- 445
Open issues
- chroma
- 864
- infinity
- 129
Language
- chroma
- Rust
- infinity
- C++
Adopt for
- chroma
- Chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying.
- infinity
- Infiniflow/infinity is an AI-native database for LLM applications, offering fast hybrid search capabilities for dense vector, sparse vector, tensor, and full-text data.
Persona
- chroma
- -
- infinity
- -
Runtime
- chroma
- -
- infinity
- -
License
- chroma
- Chroma is licensed under the Apache-2.0 license, which is a permissive free software license.
- infinity
- Apache-2.0
Last pushed
- chroma
- Sep 17, 2026
- infinity
- Sep 9, 2026
Categories
- chroma
- Data & Retrieval, Vector Databases
- infinity
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- chroma
- Very active (96%)
- infinity
- Active (82%)
Days since push
- chroma
- 0d
- infinity
- 8d
Open issues (now)
- chroma
- 864
- infinity
- 129
Stars delta
- chroma
- +422 (30d)
- infinity
- +85 (30d)
Open issues delta
- chroma
- +118 (30d)
- infinity
- +63 (30d)
OSV dependency advisories
- chroma
- Published findings
- infinity
- No lockfile (source not queried)
Full report
- chroma
- Trust report
- infinity
- Trust report
Typed relationship
chroma alternative infinityChroma and Infinity both offer infrastructure for AI search tasks, providing the backend needed for indexing and searching complex data types in AI applications.
Shared compatibility
- Python · chroma: Python runtime · infinity: Python runtime
Choose chroma if…
- chroma is primarily Rust; infinity is C++.
- Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available..
- Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database..
- Chroma and Infinity both offer infrastructure for AI search tasks, providing the backend needed for indexing and searching complex data types in AI applications.
- Tags unique to chroma: agents, ai, ai-agents, database.
- chroma ships Docker support for self-hosted deployment.
- When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities.
When NOT to use chroma
- If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with.
- When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search.
- If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack.
- When you need a solution that is not open-source and prefer proprietary software with dedicated support and features.
Choose infinity if…
- infinity is primarily C++; chroma is Rust.
- Pricing: The software is free and open-source under the Apache-2.0 license, but users may incur costs related to hosting and running Docker containers..
- Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment, with specific setup instructions for Linux, MacOS, and Windows with WSL2..
- Chroma and Infinity both offer infrastructure for AI search tasks, providing the backend needed for indexing and searching complex data types in AI applications.
- Tags unique to infinity: ai-native, approximate-nearest-neighbor-search, bm25, cpp20.
- When you need a database that supports fast hybrid search for dense vector, sparse vector, tensor, and full-text data, specifically tailored for LLM applications.
When NOT to use infinity
- Avoid using Infinity if your project is constrained by the requirement to use a language other than C++ for database operations, as Infinity is primarily developed in C++.
- Do not use Infinity if your deployment environment does not support Docker or if you are working in a Windows environment without WSL2, as the setup instructions are specific to Docker and Linux/MacOS
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (chroma-core/chroma) · observed Sep 20, 2026
- GitHub forks (chroma-core/chroma) · observed Sep 20, 2026
- Last push (chroma-core/chroma) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (infiniflow/infinity) · observed Sep 20, 2026
- GitHub forks (infiniflow/infinity) · observed Sep 20, 2026
- Last push (infiniflow/infinity) · observed Sep 9, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: chroma 29k · infinity 4.7k (synced Sep 20, 2026).
Common questions
- What is the difference between chroma and infinity?
- chroma: Search infrastructure for AI. infinity: AI-native database for LLM applications with fast hybrid search capabilities. See the comparison table for live GitHub stats and shared categories.
- When should I choose chroma over infinity?
- Choose chroma over infinity when chroma is primarily Rust; infinity is C++; Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available.; Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database.; Chroma and Infinity both offer infrastructure for AI search tasks, providing the backend needed for indexing and searching complex data types in AI applications; Tags unique to chroma: agents, ai, ai-agents, database; chroma ships Docker support for self-hosted deployment; When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities.
- When should I choose infinity over chroma?
- Choose infinity over chroma when infinity is primarily C++; chroma is Rust; Pricing: The software is free and open-source under the Apache-2.0 license, but users may incur costs related to hosting and running Docker containers.; Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment, with specific setup instructions for Linux, MacOS, and Windows with WSL2.; Chroma and Infinity both offer infrastructure for AI search tasks, providing the backend needed for indexing and searching complex data types in AI applications; Tags unique to infinity: ai-native, approximate-nearest-neighbor-search, bm25, cpp20; When you need a database that supports fast hybrid search for dense vector, sparse vector, tensor, and full-text data, specifically tailored for LLM applications.
- When should I avoid chroma?
- If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with. When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search. If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack. When you need a solution that is not open-source and prefer proprietary software with dedicated support and features.
- When should I avoid infinity?
- Avoid using Infinity if your project is constrained by the requirement to use a language other than C++ for database operations, as Infinity is primarily developed in C++. Do not use Infinity if your deployment environment does not support Docker or if you are working in a Windows environment without WSL2, as the setup instructions are specific to Docker and Linux/MacOS
- Is chroma or infinity more popular on GitHub?
- chroma has more GitHub stars (29,320 vs 4,709). Stars measure visibility, not whether either tool fits your constraints.
- Are chroma and infinity open source?
- Yes - both are open-source projects on GitHub (chroma: Apache-2.0, infinity: Apache-2.0).
- Where can I find alternatives to chroma or infinity?
- GraphCanon lists graph-backed alternatives at chroma alternatives and infinity alternatives (chroma markdown twin, infinity markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, chroma or infinity?
- chroma: Very active. infinity: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for chroma and infinity?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: chroma trust report; infinity trust report.