模型候選名單

Best LLM API providers for shipping teams

Compare LLM API providers on catalog breadth, price transparency, OpenAI-compatible endpoints, and spend controls before you commit traffic.

這份候選名單適合什麼用途?: LLM API providers

Choosing an LLM API provider is an operations decision before it is a pricing one. The providers that hold up in production share four traits: a catalog wide enough to route across, prices you can audit per model and per key, one OpenAI-compatible endpoint so switching is a base_url change, and spend controls that stop a runaway job before finance asks. Judge any provider, including NextModel, against the table on this page: model breadth, context on offer, provider source, and unit price. Cross-check /best/openai-compatible-gateway for the compatibility angle, /best/openrouter-alternatives if you are leaving a marketplace, and /pricing before you commit traffic.

來源依據: NextModel curated catalog, provider public pricing, and OpenRouter metadata when available. · 更新日期 2026-08-28

如何使用这份名单

如何使用这份名单 (LLM API providers)

  1. 对照任务选模型. 先看「LLM API providers」短名单是否覆盖你的真实任务,不要只比标价。
  2. 用同一批提示词试跑. 挑 2–3 个候选,用业务提示词对比质量与输出长度。
  3. 估算月费. 用价格页或成本计算器,按预计 token 量估算月度花费。
  4. 定兜底与预算. 定主模型、兜底模型,设项目预算后再接生产流量。

目录活跃度

推薦候選 llm api providers

先從候選名單開始,再以真實提示詞測試,並在接入生產路由前比較月度成本。

比較表

按價格、提供方、上下文、能力與來源比較這份候選名單。

當你在縮小正式環境候選名單、建立兜底策略或比較模型經濟性時,可使用此視圖。

ModelProviderInputOutputContextCapabilitiesBest forLatencyStatusSource

常見問題

LLM API providers 常見問題

What makes an LLM API provider production-ready?

Catalog breadth, per-model price transparency, one OpenAI-compatible endpoint, key-level budgets, and usage reporting you can reconcile. A provider missing two of these will surface the gap during an incident, not during evaluation.

Should you buy model access direct or through a gateway provider?

Direct works when you use one vendor deeply. The moment you route across vendors or want budgets and BYOK in one place, a gateway provider keeps the switching cost near a base_url change.

How do you compare LLM API provider pricing honestly?

Compare input and output price per million tokens at your real usage mix, then add what caching and routing save. The table here lists unit prices; /tools/llm-cost-calculator turns them into monthly numbers.

Does NextModel claim official partnerships with model providers?

No. Pages describe model sources and catalog data. Partnership claims only appear when they are separately verified.

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