Comparison
litellm vs cactus
Verdict
Pick litellm if litellm is a Python SDK and Proxy Server that facilitates the interaction with over 100 LLM APIs, offering features such as cost tracking, guardrails, load balancing, and logging; pick cactus if cactus - Low-latency AI engine optimized for mobile and wearable devices.
Markdown twin · litellm alternatives · cactus alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | litellm | cactus |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | 2 low (2 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- litellm
- Python SDK and Proxy Server for calling multiple LLM APIs
- cactus
- Low-latency AI engine for mobile devices & wearables
Stars
- litellm
- 53k
- cactus
- 5.4k
Forks
- litellm
- 9.7k
- cactus
- 437
Open issues
- litellm
- 3.9k
- cactus
- 73
Language
- litellm
- Python
- cactus
- C++
Adopt for
- litellm
- litellm is a Python SDK and Proxy Server that facilitates the interaction with over 100 LLM APIs, offering features such as cost tracking, guardrails, load balancing, and logging.
- cactus
- Cactus - Low-latency AI engine optimized for mobile and wearable devices.
Persona
- litellm
- -
- cactus
- -
Runtime
- litellm
- -
- cactus
- -
License
- litellm
- The licensing terms for LiteLLM are provided under a license type categorized as 'Other'; details of the exact license should be referenced directly from its source.
- cactus
- Other
Last pushed
- litellm
- Jul 11, 2026
- cactus
- Jul 11, 2026
Categories
- litellm
- LLM Frameworks, Inference & Serving
- cactus
- Inference & Serving, Speech & Audio
Trust and health
Open issues (now)
- litellm
- 3.9k
- cactus
- 73
Security scan
- litellm
- 2 low (2 low)
- cactus
- No lockfile
Full report
- litellm
- Trust report
- cactus
- Trust report
Choose litellm if…
- litellm is primarily Python; cactus is C++.
- Pricing: While the core functionality is provided free, specific extended features might require a paid plan..
- Requirements: Requires Docker.
- Tags unique to litellm: llm, bedrock, ai-gateway, openai.
- Also covers LLM Frameworks.
- litellm ships Docker support for self-hosted deployment.
- When you need to integrate multiple LLM (Language Learning Modelling) APIs into your application across different providers like Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, Hugging
When NOT to use litellm
- If your project only requires interaction with a single LLM API and basic functionalities, litellm may be overkill.
Choose cactus if…
- cactus is primarily C++; litellm is Python.
- Tags unique to cactus: android, arm, ai, llamacpp.
- Also covers Speech & Audio.
- - When you need fast response times on mobile or wearable devices for tasks like speech recognition and general inference.
When NOT to use cactus
- - In situations that require high-complexity AI applications beyond general inference, such as detailed image segmentation or extensive natural language understanding tasks.
- - When working with desktop or server environments, as Cactus is specifically optimized for mobile and wearable hardware constraints.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (BerriAI/litellm) · observed Jul 11, 2026
- GitHub forks (BerriAI/litellm) · observed Jul 11, 2026
- Last push (BerriAI/litellm) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (cactus-compute/cactus) · observed Jul 11, 2026
- GitHub forks (cactus-compute/cactus) · observed Jul 11, 2026
- Last push (cactus-compute/cactus) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: litellm 53k · cactus 5.4k (synced Jul 11, 2026).
Common questions
- What is the difference between litellm and cactus?
- litellm: Python SDK and Proxy Server for calling multiple LLM APIs. cactus: Low-latency AI engine for mobile devices & wearables. See the comparison table for live GitHub stats and shared categories.
- When should I choose litellm over cactus?
- Choose litellm over cactus when litellm is primarily Python; cactus is C++; Pricing: While the core functionality is provided free, specific extended features might require a paid plan.; Requirements: Requires Docker; Tags unique to litellm: llm, bedrock, ai-gateway, openai; Also covers LLM Frameworks; litellm ships Docker support for self-hosted deployment; When you need to integrate multiple LLM (Language Learning Modelling) APIs into your application across different providers like Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, Hugging.
- When should I choose cactus over litellm?
- Choose cactus over litellm when cactus is primarily C++; litellm is Python; Tags unique to cactus: android, arm, ai, llamacpp; Also covers Speech & Audio; - When you need fast response times on mobile or wearable devices for tasks like speech recognition and general inference.
- When should I avoid litellm?
- If your project only requires interaction with a single LLM API and basic functionalities, litellm may be overkill.
- When should I avoid cactus?
- - In situations that require high-complexity AI applications beyond general inference, such as detailed image segmentation or extensive natural language understanding tasks. - When working with desktop or server environments, as Cactus is specifically optimized for mobile and wearable hardware constraints.
- Is litellm or cactus more popular on GitHub?
- litellm has more GitHub stars (53,271 vs 5,401). Stars measure visibility, not whether either tool fits your constraints.
- Are litellm and cactus open source?
- Yes - both are open-source projects on GitHub (litellm: Other, cactus: Other).
- Where can I find alternatives to litellm or cactus?
- GraphCanon lists graph-backed alternatives at litellm alternatives and cactus alternatives (litellm markdown twin, cactus 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, litellm or cactus?
- litellm: Very active. cactus: Very 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 litellm and cactus?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litellm trust report; cactus trust report.