Coding agent clients (sometimes referred to as harnesses) have their own prompt engineering flows. those include the system prompt, compacting strategies, context lookups, code indexing and more. Behind the scenes you plugged them to the same model with the same user prompt, but the model received a whole lot of different prompt that just happens to include a part of it that is identical Answer from ori_303 on reddit.com
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Reddit
reddit.com › r/opencodecli › opencode vs codex cli: same prompt, clearer output — why?
r/opencodeCLI on Reddit: Opencode vs Codex CLI: Same Prompt, Clearer Output — Why?
January 16, 2026 -

Hi everyone! I came across Opencode and decided to try it out—was curious. I chose Codex (I have a subscription). I was genuinely surprised by how easy it was to communicate in planning mode with gpt-5.2-low: discussing tasks, planning, and clarifying details felt much smoother. Before, using the extension or the CLI was pretty tough—the conversation felt “dry.” But now it feels like I’m chatting with Claude or Gemini. I entered the exact same command—the answers are essentially the same, but Opencode explains it much more clearly. Could someone tell me what the secret is?

edit#1:
Second day testing the opencode + gpt-5.2-medium setup, and the difference is huge. With Codex CLI and the extension, it was hard for me to properly discuss tasks and plan — the conversation felt dry. Here, I can spend the whole day calmly talking things through and breaking plans down step by step. It genuinely feels like working with Opus, and sometimes even better. I’m using it specifically for planning and discussion, not for writing code. I don’t fully understand how opencode achieves this effect — it doesn’t seem like something you can get just by tweaking rules. With Codex CLI, it felt like talking to a robot; now it feels like talking to a genuinely understanding person.

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Morph
morphllm.com › comparisons › opencode-vs-codex
OpenCode vs Codex CLI (2026): 112K Stars vs GPT-5.3 Codex-Spark
February 28, 2026 - Codex CLI is a vertical integration play: Rust performance + GPT-5.3-Codex-Spark on Cerebras WSE-3 (the first non-Nvidia production LLM deployment) + cloud infrastructure. OpenCode is a horizontal flexibility play: TypeScript + any provider ...
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Medium
bytebridge.medium.com › opencode-vs-claude-code-vs-openai-codex-a-comprehensive-comparison-of-ai-coding-assistants-bd5078437c01
OpenCode vs Claude Code vs OpenAI Codex: A Comprehensive Comparison of AI Coding Assistants | by ByteBridge | Feb, 2026 | Medium
February 5, 2026 - All three can significantly accelerate ... on your project’s demands. OpenAI Codex CLI — Codex is designed to be straightforward for developers to get running....
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Sigmabench
sigmabench.com › blog › opencode-vs-codex-cli-on-gpt-5-1-codex-mini-and-5-2-codex
OpenCode vs Codex CLI (5.1 Codex Mini + 5.2 Codex)
January 29, 2026 - On OpenAI’s flagship coding model, GPT 5.2 Codex, our benchmark tells a similar story as with GPT 5.1 Codex Mini. OpenCode is statistically tied with Codex CLI on Accuracy, but lags behind a full tier on Consistency and is once again a bit slower.
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Slashdot
slashdot.org › software › ai coding agents › codex cli vs. opencode
Compare Codex CLI vs. OpenCode in 2026
Codex CLI supports a seamless coding experience, empowering developers to focus more on building and less on managing tedious coding processes. OpenCode brings AI-driven development directly into the terminal with a sleek, native TUI that adapts to your preferred theme and style.
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Augment Code
augmentcode.com › tools › codex-2-0-vs-cursor-vs-copilot-cli-vs-opencode-which-wins
Codex 2.0 vs Cursor vs Copilot CLI vs Opencode: Which Wins? | Augment Code
September 25, 2025 - Codex CLI from OpenAI provides a 192k token context window and runs locally. But it's undergoing a major rewrite from Node.js to Rust, which creates uncertainty about stability. Opencode is an open-source terminal agent that supports multiple ...
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Hacker News
news.ycombinator.com › item
OpenCode also has an extremely fast and reliable UI compared to the other CLIs. ... | Hacker News
January 24, 2026 - But tbh OpenAI openly supporting OpenCode is the bigger draw for me on the plan but do want to spend more time with native Codex as a base of comparison against OpenCode when using the same model · I’m just happy to have so many competitive options, for now at least
Find elsewhere
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SourceForge
sourceforge.net › software › compare › Codex-CLI-vs-opencode
Codex CLI vs. OpenCode Comparison
Compare Codex CLI vs. OpenCode using this comparison chart. Compare price, features, and reviews of the software side-by-side to make the best choice for your business.
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X
x.com › dorkitude › status › 1963352425148157976
Kyle Wild on X: "Septemer 3rd, 2025: Terminal-based programming roundup - opencode and OpenAI's Codex CLI are both definitely now viable as daily drivers, for real engineering. A month ago, the only things I could actually use were Amp Code and Claude Code. That is no longer true. - Gemini" / X
Septemer 3rd, 2025: Terminal-based programming roundup - opencode and OpenAI's Codex CLI are both definitely now viable as daily drivers, for real engineering. A month ago, the only things I could actually use were Amp Code and Claude Code. That is no longer true.
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Daily.dev
app.daily.dev › home › devops toolkit › terminal agents: codex vs. crush vs. opencode vs. cursor cli vs. claude code
Terminal Agents: Codex vs. Crush vs. OpenCode vs. Cursor CLI vs. Claude Code | daily.dev
September 15, 2025 - A comprehensive comparison of terminal-based AI coding agents including Codex CLI, Charm Crush, OpenCode, and Cursor CLI, testing their ability to work with GPT-5 and support essential features like MCP servers and saved prompts.
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Reddit
reddit.com › r/codex › codex in opencode
r/codex on Reddit: Codex in OpenCode
December 30, 2025 -

Fellow Codex users, anyone using codex in OpenCode or https://github.com/code-yeongyu/oh-my-opencode? I want to know what the general consensus is on this, whether it’s advised or if you think just using Codex cli is possibly better. Im seeing lots of hype with OpenCode so want to hear people’s thoughts and if they’ve tried it. (Also if you use codex with it does it charge to your api key or you can use your weekly codex limit from chatgpt plan?) Thanks.

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AI Magicx
aimagicx.com › blog › codex-cli-vs-opencode-cli-comparison
Codex CLI vs OpenCode CLI: OpenAI's Agent vs The Community Alternative | AI Magicx Blog | AI Magicx
December 31, 2025 - Analysis: OpenCode offers more installation options including multiple Windows package managers. Both support npm and Homebrew. Analysis: Codex CLI emphasizes real-time collaboration with plan preview.
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Reddit
reddit.com › r/vibecoding › claudecode vs codex vs opencode vs gemini cli vs others for regular and multimodal tasks.
r/vibecoding on Reddit: claudecode vs codex vs opencode vs gemini cli vs others for regular and multimodal tasks.
September 1, 2025 - Except for Gemini cli, can opencode or any of the others support taking in image or voice as an input for generating/editing code? Share ... Nobody's responded to this post yet. Add your thoughts and get the conversation going. Best AI Coding Tool: Gemini CLI, Codex, or Claude Code
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Reddit
reddit.com › r/opencodecli › why do you guys use opencode?
r/opencodeCLI on Reddit: Why do you guys use opencode?
1 week ago -

I've been building my own agent harness for the past few months, and I feel like its pretty dang good. I support a ton of oauths as well (if people are willing to help me test them all that would be great since i don't have them all). I'm wondering though if there is anything about opencode which is particularly good which I or other coding agents don't have? I don't really see the appeal, but I want to understand.

The above video is a chill coding session in my own harness.

https://github.com/1jehuang/jcode

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Reddit
reddit.com › r/opencodecli › any difference when using gpt model inside codex vs opencode?
r/opencodeCLI on Reddit: Any difference when using GPT model inside Codex vs OpenCode?
February 16, 2026 -

I'm a die-hard fan of OpenCode - because of free model, how easy it is to use subagents, and just because it's nice. But I wonder if anyone finds GPT models better in Codex? I cannot imagine why they could possibly work better there, but maybe models are just trained that way, so they "know" the tools etc? Anyone noticed anything like that?

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Kevnu
kevnu.com › home › ai › the ultimate comparison of claude code alternatives: a complete analysis of the 10 strongest cli ai programming tools
The Ultimate Comparison of Claude Code Alternatives
November 5, 2025 - Aider/OpenCode/Crush: Use your own API; depends on the provider. GitHub Copilot: Enterprise version guarantees it won't be used for training. Claude Code: Anthropic commits not to train on user data. Gemini CLI: Google commits not to train (check privacy settings).
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Tembo
tembo.io › blog › coding-cli-tools-comparison
The 2026 Guide to Coding CLI Tools: 15 AI Agents Compared – Tembo
February 6, 2026 - What sets it apart: OpenCode's breadth is remarkable. It includes LSP integration (automatically configuring language servers for the LLM), multi-session support (run multiple parallel agents on the same project), and session sharing via links.