# Kagi vs Unsloth — Fit & Features

Canonical: https://trutool.co/compare/kagi-vs-unsloth
Author: Snehil (https://trutool.co/authors/snehil)

Compare Kagi and Unsloth by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Kagi
Search and AI research tools.
Best fit: Knowledge workers and teams considering Kagi for this job: Search and AI research tools.
- Search and AI research tools
Before you choose: Test answer accuracy, source traceability, file handling, and account data settings in the exact plan you intend to use.
Pricing: https://kagi.com
- [Read Kagi profile](https://trutool.co/tools/kagi): Read Kagi profile

### Unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
Best fit: People and teams evaluating ai assistants for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://github.com/pricing
- [Read Unsloth profile](https://trutool.co/tools/unsloth): Read Unsloth profile