Refact AI vs Ollama
A detailed comparison to help you choose between Refact AI and Ollama.
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Verdict: Ollama wins
Ollama scores 4.6/5, edging out Refact AI at 3.3/5. Developers and privacy-conscious teams who want open-weight models running on their own hardware with a clean local API, and who are comfortable in a terminal.
Refact AI Open-source AI coding assistant with self-hosting | Ollama Run large language models locally | |
|---|---|---|
| Rating | 3.3 (1 review) | 4.6 (1 review) |
| Pricing Model | freemium | free |
| Starting Price | Free tier available | Free |
| Best For | Privacy-conscious development teams that need an AI coding assistant deployable on their own infrastructure and can carry the operational cost of running it. | Developers and privacy-conscious teams who want open-weight models running on their own hardware with a clean local API, and who are comfortable in a terminal. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tieropen sourcebyok | api accessopen sourcefree tier |
| Visit Refact AI → | Visit Ollama → |
Refact AI
Pros
- + Real deployment control: on-premise or private cloud with documented AWS and RunPod paths, plus a self-hosting option even on the Free tier
- + Pro at $10/month for 10,000 coins with $1-per-1,000-coin top-ups was transparent and cheap across my testing
- + Codebase-aware RAG worked in practice — local chat answered questions about my file structure I had not pasted in
- + Enterprise tier covers what regulated buyers actually ask for: fine-tuning on your own code, usage statistics, and a zero-telemetry claim
Cons
- - Capability ceiling: on multi-step agentic work it trailed Cursor and Claude Code in my testing and needs supervision on sprawling tasks
- - The public repo (smallcloudai/refact, BSD-3) is archived — the open-source label now describes a legacy codebase, not active development
- - Self-hosting is an infrastructure project with GPU and operations costs that the coin pricing does not cover
- - Coin consumption on agentic runs is hard to predict per action; you learn the cost from the usage dashboard after the fact
Ollama
Pros
- + Local inference is free and unlimited — cost is hardware and electricity, and prompts never leave the machine (OLLAMA_NO_CLOUD=1 disables the cloud path entirely)
- + OpenAI- and Anthropic-compatible endpoints at localhost:11434 meant existing SDK code worked for me after a single base_url change, including JSON-schema structured output
- + Install-to-first-chat took about two minutes on my M-series Mac with a quantized 8B model, and ollama ps shows the GPU/CPU split honestly
- + Huge ecosystem: ~183k GitHub stars, setup docs for 20+ agents and editors, official Python and JS libraries
- + v0.40.x MLX default made prompt processing measurably faster on Apple Silicon in my runs, and releases ship every few days
Cons
- - Memory-tiered default context window truncates long inputs out of the box — I had to raise num_ctx explicitly in a coding-agent setup
- - Quality ceiling is your hardware: a local 7B quant visibly trails frontier hosted models on hard reasoning
- - No end-user polish — quantization, context sizing, and memory management stay your problem, and CPU-only machines run slowly
- - Fast release cadence creates churn for pinned deployments (e.g. v0.34.1 moved GGUF creation out to llama.cpp tooling)
- - Cloud Team plan pricing conflicts across sources ($500/mo flat vs $25/seat with 5-seat minimum); Max signups reported paused at times
Frequently Asked Questions
Which is better, Refact AI or Ollama?▼
Ollama scores higher at 4.6/5 vs 3.3/5 for Refact AI, making it the better-rated option in our comparison.
What is the difference between Refact AI and Ollama?▼
Refact AI: Refact.ai is an open-source AI coding agent that writes, debugs and tests code with full repository context, and can be self-hosted or run on-premise. Ollama: Ollama enables you to run open-source large language models locally on your machine, providing privacy and offline access to AI capabilities.
Is Refact AI or Ollama more affordable?▼
Refact AI starts at €0/mo, Ollama starts at €0/mo. Check the comparison table above for current pricing.
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