GitHub repository: ollama by ollama
github.com
Alternatives to
llmfit
Best alternatives to llmfit in 2026
Running an AI model locally involves a frustrating trial-and-error problem: model listings rarely tell you upfront whether your specific laptop or GPU can handle them, so you download, try, and often fail. llmfit removes the guesswork — it looks at your actual hardware (RAM, CPU, GPU) and tells you which of hundreds of models will realistically run, and how fast. llmfit is a free, open-source (MIT) terminal tool, written in Rust, that scans your hardware and checks it against a large model database — including multi-GPU setups and Mixture-of-Experts models — factoring in dynamic quantization to estimate real-world performance via memory-bandwidth modeling, not just a rough compatibility guess. It integrates with the runtimes people actually use to run local models (Ollama, llama.cpp, MLX, Docker Model Runner, LM Studio), includes a community leaderboard of real-world results, and offers both an interactive terminal UI and a scriptable CLI mode. It's grown to nearly 34,000 GitHub stars.
Quick comparison of llmfit alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | Développeurs | — | |
| 2 | Développeurs | — | |
| 3 | Développeurs et équipes voulant un assistant de code IA auto-hébergé avec mémoire persistante | — | |
| 4 | Équipes IT et sécurité d'entreprises déployant des agents IA internes construits par leurs employés | — | |
| 5 | Développeurs construisant des agents IA en production nécessitant un contrôle fin de l'état et de la fiabilité | — | |
| 6 | Équipes produit et développeurs construisant des chatbots, agents IA ou pipelines RAG sans vouloir tout coder à la main | — | |
| 7 | Développeurs et équipes construisant des systèmes IA ancrés dans leurs propres documents (RAG), de la startup à la grande entreprise | — | |
| 8 | Développeurs et équipes techniques construisant des agents IA autonomes longue durée (recherche, code, tâches multi-étapes) | — | |
| 9 | Développeurs et équipes qui font tourner des agents de code IA (Claude Code, Cursor, Codex...) de façon semi-autonome sur une vraie codebase | — | |
| 10 | Organisations en secteurs réglementés (santé, droit, finance, gouvernement) qui ne peuvent pas envoyer leurs données à un cloud tiers | — | |
| 11 | Développeurs et ingénieurs DevOps qui veulent des agents IA légers et composables intégrés à des pipelines existants (cron, git hooks, scripts) | — | |
| 12 | Chercheurs, travailleurs du savoir et développeurs qui veulent visualiser et contrôler précisément le contexte envoyé à un LLM sur des conversations longues | — |
#1
#3
A self-hosted AI coding assistant that remembers past sessions and can act across your terminal, IDE and other tools with a large context window.
dropstone.io
- ✓ Self-hostable — code and context stay under your own control
- ✓ Persistent memory across sessions (CLI, chat, SDK)
#4
Lets IT and security teams see, approve and monitor every internal AI agent employees build, instead of agents spreading unchecked across the company.
decawork.ai
- ✓ Addresses a real, emerging gap: ungoverned internal AI agent sprawl
- ✓ Scoped credentials per agent plus mandatory IT approval before deployment
#5
A code library from the LangChain team for building AI agents that can pause, remember where they were, and pick back up later — even after a server restart — instead of losing all progress if something goes wrong mid-task.
langchain.com
- ✓ Durable execution — resumes from a checkpoint instead of restarting after failure
- ✓ Native human-in-the-loop and short/long-term memory primitives
#6
An open-source platform for building AI chatbots and automated workflows by connecting blocks on a canvas, instead of writing code from scratch.
dify.ai
- ✓ Visual builder for AI workflows (RAG, agents, conditional logic) is genuinely productive
- ✓ Open-source and self-hostable — no forced cloud lock-in
#7
An open-source toolkit for building AI systems that answer questions using your own documents — feeding an AI model your company's PDFs, wikis, or support tickets so it answers from real content instead of guessing.
haystack.deepset.ai
- ✓ Modular, composable pipelines — swap vector DBs or LLM providers without a rebuild
- ✓ Broad connector support across major vector databases and LLM providers
#8
An open-source framework from ByteDance for building AI agents that can spend minutes or hours working through a task — researching, writing code, and spinning up helper agents — rather than answering in one quick reply.
github.com
- ✓ Large scale and maturity — 80k+ GitHub stars, backed by ByteDance
- ✓ Sandboxed execution (local/Docker/Kubernetes) treated as a real security concern
#9
A guardrail system that limits which tools an AI coding agent can use at each stage of a task — read-only while planning, edit access only while implementing — so it can't take an action outside its current job.
statewright.ai
- ✓ Deterministic enforcement outside the LLM — can't be prompted around
- ✓ Per-phase tool restrictions reduce blast radius of agent mistakes
#10
A free, open-source, self-hosted AI agent platform built for organizations that can't send data to a third-party cloud — think law firms, clinics or banks — with role-based access, memory, and support for every major AI model.
ontheia.ai
- ✓ Fully self-hosted end to end — no data ever leaves your infrastructure
- ✓ Role-based access with PostgreSQL Row Level Security, native multi-user support
#11
A free, open-source command-line tool that lets you define small, single-purpose AI agents as simple config files and run them like Unix programs — triggered from the terminal, a cron job, a git hook, or piped straight into another command.
github.com
- ✓ 12MB binary, no daemon or GUI — drops straight into existing pipelines
- ✓ Agents defined in version-controllable TOML, easy to code-review
#12
A free, open-source infinite canvas that turns your conversations with AI models into an editable graph — so you can see, prune, and reuse exactly which parts of the conversation the AI is actually reading, instead of a single ever-growing chat thread.
github.com
- ✓ Context is visible and editable as a graph, instead of an opaque chat thread
- ✓ Free and open source (MIT), self-hostable or usable via the web demo
FAQ about llmfit alternatives
- What is the best alternative to llmfit in 2026?
- Based on our selection, ollama (GitHub) is the best alternative to llmfit in 2026. GitHub repository: ollama by ollama. See our full ranking above to compare all options.
- Is llmfit free?
- llmfit is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to llmfit are there?
- mySelectas has listed 12 alternatives to llmfit in the AI & Machine Learning category. Our selection is updated regularly to include the best options available.