
Codex API Key vs Subscription: Which Costs Less, What You Lose
At OpenAI's 2,500 credits = $100 rate, Codex credit rates match API prices per token, so plan usage, cloud features, and models decide. As of Oct 10, 2026.

At OpenAI's 2,500 credits = $100 rate, Codex credit rates match API prices per token, so plan usage, cloud features, and models decide. As of Oct 10, 2026.

OpenAI's Game Studio plugin steers Codex toward 2D Phaser or 3D Three.js browser games. Unity, Godot, and Chromatic projects need a different plugin.

Start with the skill that completes your recurring job: summarize for long source material, gog for Google Workspace, or github for repository status. Web research and browser work may already have the tools they need. Check what your agent can use before installing another skill.

A local path alone grants no access. Upload a selected document, use Work with approved local computer access, or open the checkout in local Codex or Claude Code. Then verify the actual file version and permitted actions.

Yes, Codex is included in ChatGPT Plus. OpenAI estimates 15–150 GPT-6 Sol messages per five hours, weekly limits may apply, and credits extend usage.

Pro 100, 200 and 500 have no five-hour Codex limit, but an included allowance and weekly limits still apply. Settings → Usage shows what's left and the reset.

A future task needs explicit instructions and accessible sources. Use an existing chat for ongoing work, treat Memory as supporting context, and give shared copies their own inputs and app access.

For API-billed Codex CLI work, price ordinary input, cache reads, cache writes, and output separately. A planned day can then be compared with your budget before the next long task starts.

Start with one implementer and a separate review pass. Add parallel writers only when their tasks have stable boundaries, and test their combined candidate before it reaches main.

Add laozhang.ai as an OpenClaw custom provider using https://api.laozhang.ai/v1 and the openai-completions adapter, then select an accessible model. A configured entry is only the first step: the Gateway must resolve its API key, and the agent and session must actually use that route.

Codex /goal keeps one objective attached to a chat so work can continue across turns. Set a clear finish line, use the documented lifecycle controls, and accept completion only when the requested evidence is present.

A Codex token-exchange 403 is a refused authentication request. The full error tells you whether to repair callback access, check the client’s network, renew stored credentials, or stop for an access restriction.

Run OpenClaw onboarding on the Gateway host, connect the provider or local server, then select an exact model from its catalog. Verify both a short reply and a harmless tool task. Configured defaults can use fallbacks; a manually pinned chat model remains strict.

Computer Use now runs in the ChatGPT desktop app on macOS and Windows, in Work or Codex. Install the plugin, grant OS access, then mention @Computer or an app.

There is no separate Codex app. Open Codex in the ChatGPT app on iPhone or Android, then pair it by QR code with a Mac or Windows PC running ChatGPT.

AI Studio is still free for adults in supported countries, but since April 20, 2026, Gemini Pro and Nano Banana need Google AI Pro/Ultra or a paid API key.

Install OpenClaw with the official installer, complete provider and Gateway setup, and verify a first reply. Follow separate macOS/Linux, native Windows, WSL2, and Docker steps, with current Node requirements and fixes for common installation errors.

There is no universal Codex reset day. Use your account’s Usage page to find the actual time, then decide whether to wait, buy an eligible instant reset, use a banked reset, spend credits, or switch to separately billed API usage.

Install Grok Bot on macOS, Windows, or Linux, sign in with the right Cursor account, create your first Bot, and turn an attached document into a report you can check and save.

A 32GB RTX 5090 can run quantized Qwen3.8-27B, but fitting 262,144 tokens depends on the weights, KV cache, runtime, and workload. Use these memory budgets and configuration checks to choose a practical single- or dual-GPU setup.

GPT-6 Astra can plan multi-step work across browser and desktop interfaces, but your application still owns execution, permission checks, persistent state, and proof that the external task actually succeeded.

The feature that keeps Grok Bot working after you close your laptop also keeps sessions and files available. Understand what your Bots share before giving them email, admin access, or production work.

A connected X account is only the first checkpoint. Grok Bot still needs the right plugin and a real data-access test before you can trust the workflow.

Use /status for the current session and context, /usage for account token activity, /statusline for ongoing display, Platform Usage for API spend, and local logs only as estimates.