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Ollama vs OpenAI Codex

Our take

Pick Ollama if you're a developer and privacy-sensitive teams who have RAM/VRAM and want Llama/Gemma/DeepSeek without a per-seat chat plan. Pick OpenAI Codex if you're a developer already on a ChatGPT plan who want one agent across desktop, CLI, and GitHub review. Skip Ollama if you're someone who wants a polished hosted chat with browsing and image gen and will not download a 4–70B weight file.

Ollama

Ollama

Run open large language models locally

OpenAI Codex

OpenAI Codex

coding agent on ChatGPT plans

Best for

Ollama Keeping weights and prompts on hardware you control

OpenAI Codex A reviewable coding session on an OpenAI account

Free plan

Ollama $0 · no license fee. You pay electricity, disk, and GPU. The desktop app and CLI are free to download

OpenAI Codex $0 · /month. GPT-6 Luna at Standard speed in the desktop app (rollout)

Lowest paid

Ollama

OpenAI Codex Plus $20/mo

Next step up

Ollama

OpenAI Codex Business $25

Coding agent

Ollama Claude Code

OpenAI Codex Codex

Runs where

Ollama Local or hosted

OpenAI Codex Hosted

Watch out

Ollama Hardware is the bill

OpenAI Codex Codex and ChatGPT Work share the same usage pool

Last checked

Ollama 2026-10-19 · ollama.com

OpenAI Codex 2026-10-22 · learn.chatgpt.com/docs/pricing

Which one, then?

Pick Ollama if

developers and privacy-sensitive teams who have RAM/VRAM and want Llama/Gemma/DeepSeek without a per-seat chat plan.

Read the Ollama page

Pick OpenAI Codex if

developers already on a ChatGPT plan who want one agent across desktop, CLI, and GitHub review.

Read the OpenAI Codex page

Other comparisons