For nanoMuse, the open-source Muse-style personal agent from Zhejiang University, the best API once the account's starting allowance is used up is a cost-optimized OpenAI-compatible endpoint: in the web console open Connections → Chat model, click Add an endpoint under Local or your own endpoint, enter https://api.stdcmpt.com/v1 as the Base URL with your key, click Add endpoint, then pick the chat model standardcompute and Save, and Standard Compute's router sends each step to the cheapest model that can do it (Claude Fable 5.1 or GPT-6 Astra only when it counts), on a plan from $19 a month with a $20 compute budget. nanoMuse's own docs point to OpenRouter outside mainland China and Alibaba Cloud Bailian inside it, both billed per token, or a ChatGPT plan sign-in. nanoMuse is free, non-profit and GPL-3.0.
| Option | Price | What you get |
|---|---|---|
| OpenRouter | Pay-as-you-go | Choose models and providers through one API. Usage-based pricing can suit light or bursty work; estimate long agent sessions and review current fees and limits. Source: openrouter.ai |
| DeepSeek API | Pay-as-you-go | DeepSeek's own models billed per token with a DeepSeek platform key, the default route in DeepSeek Harness, Codewhale and Reasonix. Usually the cheapest route if DeepSeek models are all you use; check the current per-token and cache-hit prices. Source: api-docs.deepseek.com |
| Standard Compute (us) | From $19/mo | Smart routing sends each request to the cheapest model that can do it, or pin any model by its exact ID. Standard Compute starts at $19/month with a $20 monthly compute budget. Requests stop when that budget is exhausted until renewal or a plan change; there are no automatic overage charges. Requests are not slowed as the budget is used. It is a fixed bill with a finite allowance. |
| ChatGPT plan (Codex sign-in) | $20 Plus, $100–$500 Pro | Sign in with ChatGPT and the agent runs on Codex models within your plan's Codex allowance: five-hour windows on Plus, none on Pro, and weekly limits may apply. Only for agents that support ChatGPT sign-in. Source: learn.chatgpt.com |
Prices and allowances can change. nanoMuse's provider list, the custom endpoint entry, its config.toml [llm] block and the four model rows come from its own-key, configuration and app docs and its provider catalogue, and the add-endpoint labels from its web console's Connections screen and the desktop's own-key panel, read on October 15, 2026. nanoMuse: bring your own key · nanoMuse: configuration · nanoMuse repo. Spot an error? Tell us.
In the web console: Connections → Chat model → Local or your own endpoint → Add an endpoint, with Name (optional), Base URL, API key (stored in the runtime's vault) and Models (optional) left empty so the list comes from /models, then Add endpoint and Save. On the desktop: Settings → nanoMuse Cloud → Any OpenAI-compatible endpoint → Add an endpoint; on the phone: Settings → Providers → Add Provider. The screen-operating row needs a model that sees images, so pin one there (for example anthropic/claude-sonnet-5.5) or leave it on Automatic.
Record your own results with the workload CSV and report template. These are blank templates, not published benchmark results.
Disclosure: this guide is maintained by Standard Compute, one of the options above. Choose based on task quality, supported features and total cost for your workload. Light usage may cost less on a usage-based API; sustained workloads need enough allowance on any subscription.