Ranking list

Multi-model聚合Provider List

Multi-model平台适合对比、备选路由和云上统一治理。使用前要确认每个Model的供应方、数据边界、可用区域和价格。

1

OpenRouter

Suitable for developers wanting multi-model access via a single OpenAI-compatible endpoint. Prices, providers and available models change frequently. Verify model pages before integration.

Pay-as-you-goBalance Top-upFree TierVerified 2026-05-10
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2

Fireworks AI

Pricing Page把 Serverless token、GPU 时长和训练 token 分开Description,适合需要比较不同部署Method的用户。

Pay-as-you-goFree TierEnterpriseVerified 2026-05-10
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3

Amazon Bedrock

Suitable for teams already on AWS to manage multiple foundation models. Verify pricing by region, model and invocation type.

Pay-as-you-goBatch DiscountProvisioned ThroughputVerified 2026-05-10
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4

阿里云Bailian Model Studio

适合需要 Qwen、DashScope 或阿里云账户体系的团队。费用项较多,接入前应分项核对。

Pay-as-you-goFree Tier预付资源Verified 2026-05-10
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5

Google Cloud Vertex AI

与 Gemini Developer API 不同,Vertex AI 更偏Enterprise云场景。价格和数据边界需要按项目与区域核对。

Pay-as-you-go批量Billing预置资源Verified 2026-05-10
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6

Replicate

适合Image、视频和Open-source Models实验。不同ModelBilling口径差异较大,调用前要ViewModel页估算。

Pay-as-you-go按运行时长EnterpriseVerified 2026-05-10
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7

Together AI

适合Open-source Models、专属端点和Batch Inference场景。Model价格与限制需要在当前定价页和控制台共同核对。

Pay-as-you-goBalance或账单EnterpriseVerified 2026-05-10
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8

Hugging Face Inference Providers

适合试用Open-source Models和多供应方Reasoning。需要分清 Routed by Hugging Face 与自带供应方 Key 两种Method。

Pay-as-you-goFree Tier自带供应方 KeyVerified 2026-05-10
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9

DeepInfra

适合需要 OpenAI CompatibleEndpoint和较多Open-source Models选择的开发者。

Pay-as-you-goEnterpriseVerified 2026-05-10
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10

SiliconFlow

适合希望使用 DeepSeek、Qwen、GLM 等Model的中文开发者。Model价格和可用性应以当前页面为准。

Pay-as-you-goBalance或账单EnterpriseVerified 2026-05-10
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11

Azure AI Foundry

适合已在 Azure 上管理数据、权限和应用的团队。Model价格、Tools费用和部署费用需要分开核对。

Pay-as-you-goModel部署BillingEnterpriseVerified 2026-05-10
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12

Novita AI

覆盖 LLM、Image、视频等多种 API,Billing单位差异较大,适合逐项Verified后使用。

Pay-as-you-go按 token按图片或视频Verified 2026-05-10
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13

火山方舟

适合需要国内云厂商Model Service和Model接入点的团队。账单应按Model Service与上层应用分别核对。

Pay-as-you-go预付Model单元资源包Verified 2026-05-10
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14

百度千帆

适合需要百度云和文心生态的团队。费用项与资源包规则需要在当前文档中逐项核对。

Pay-as-you-goFree Tier预付 tokens 包Verified 2026-05-10
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15

Anyone.ai

Provider docs show a unified AI model gateway, OpenAI SDK compatible endpoint, model pricing page and top-up instructions. Real-time prices, account limits and data processing boundaries need to be verified on the current page.

Pay-as-you-goBalance Top-upModel Pricing or Multiplier BillingVerified 2026-05-10
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16

xAI API

适合需要 Grok Model或实时搜索Tools的应用。Tool Calling和Model token 费用应分开估算。

Pay-as-you-goTool CallingBillingEnterpriseVerified 2026-05-10
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17

APIAI

Provider pages show multi-model API service, pricing page and documentation center. This site only lists accessible endpoints without evaluating stability or pricing.

Pay-as-you-goAccount BillingFree TrialVerified 2026-05-10
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18

RunAPI

Provider pages show API proxy platform, pricing page, documentation and model list. Specific models, costs and rules should be verified on the provider's current page.

Pay-as-you-goAccount BillingVerified 2026-05-10
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19

Aiberm

Provider pages show AI API and documentation, with references to OpenAI, Claude, Gemini etc. Costs, available models and account rules need to be verified on the current page.

Pay-as-you-goBalance或Account BillingVerified 2026-05-10
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