More AI vs OpenCode

Workflow and cost comparison #

What does OpenCode cover? #

OpenCode documents terminal, desktop, local web and IDE usage. Its web interface starts with opencode web, which runs a server on your computer by default; it is not a hosted cloud workspace. Provider configuration covers hosted and local models, with custom base URLs. Optional OpenCode model services are separate from your own provider credentials.

More AI is a free desktop agent with one Home/Cowork for questions, files and documents, and a separate Code workspace for repositories. Unified Home is available in desktop version 0.1.50 and later on macOS, Windows and Linux; earlier Chat conversations remain accessible. More AI is proprietary, not an open-source project.

Models, access and total cost #

Both products can serve users with their own provider keys. Endpoint compatibility is not a promise that every model supports tools, streaming or the needed context size. Check the exact endpoint, model ID and capabilities; an OpenAI-compatible label alone is insufficient.

In More AI, BYOK usage is billed by your selected provider at its API price. The cloud subscription pays for execution and access, not model tokens; available cloud features are free during beta. A signed-in account may separately receive a limited promotional model allowance. Public credit purchase is not open. Count retries, tool calls and long context when estimating a task, not just one reply.

How the work gets done #

Running opencode from a project directory opens its terminal interface; opencode web opens a browser UI backed by a local server. Desktop is another way to interact with OpenCode, not proof of better model output. Try the relevant interfaces on the same repository task before switching products. More AI adds document-oriented Home/Cowork beside Code and a separate signed-in web app for supported cloud work.

When to choose OpenCode #

Choose OpenCode when you want its developer workflow and configurable provider ecosystem, especially if your existing project instructions and editor setup already work. Fix a provider configuration issue first if that is the only problem; changing clients can reproduce the same endpoint limitation.

When More AI is worth trying #

Try More AI when the recurring handoff is from a code change to an office deliverable, or when the app’s provider setup and task organization feel easier for your work. Do not expect importing a key to import OpenCode history, permissions, plugins or project settings automatically. Separately, running OpenCode itself inside More AI’s Code workspace — with More AI’s permissions, browser and connectors around it — is in testing and not yet in a desktop release.

A practical trial before switching #

Use a disposable copy of a real task and decide the acceptance criteria before starting. The following is a proposed test, not a claimed benchmark result.

• Use a fresh branch with a failing test and a fixed acceptance statement. Set the same provider and model where both support it.
• First verify a simple response, then a small file edit and a test command. Record tool compatibility failures separately from code mistakes.
• Repeat once with each app’s preferred configuration. Keep the original prompt, final diff, test output, actual provider bill and manual review time; count retries as part of the cost.
• Record app version, model/provider, settings, elapsed time, total API cost, retries and manual fixes. Inspect the final artifact; a completed run alone is not proof of a correct result.

More AI accounts and data handling #

An account is optional for supported local desktop BYOK or local-model work. Signed-out work is not synced. After sign-in, supported sync categories start enabled in a new installation and can be disabled individually. Cloud execution is a separate control that starts off.

Local copies do not mean all processing stays on-device. Hosted requests go to the selected provider. AI observability can send bounded prompts, responses, reasoning and tool content by default, including BYOK; replay may see rendered content. Disable AI observability and general telemetry in Privacy as needed. A local model alone does not establish a fully offline workflow.

Frequently asked questions #

Do I need another product for an OpenCode desktop GUI?

No. OpenCode already has desktop and local browser interfaces alongside its terminal workflow and custom providers. Choose the surface that fits your work; evaluate More AI for a concrete document, repository or supported cloud workflow benefit.

Does More AI require an account?

An account is optional for supported local desktop work with your own key or model. Cloud features, supported sync and account-granted model allowances require sign-in.

Is More AI free?

The desktop app is free. BYOK model usage is separate. Available cloud features are temporarily free during beta; cloud is the subscription layer. This does not promise unlimited free tokens.

Does the same model produce the same result in both apps?

No. Context selection, instructions, tools, edit handling and retries affect quality and cost. Compare a completed task with the same model where supported, then test each app with its recommended setup.

Sources and review scope #

• OpenCode — overview
• OpenCode — terminal interface
• OpenCode — web interface
• OpenCode — providers
• More AI — docs
• More AI — Privacy