Ranking list

Billing透明度较高的 AI API Service

本页优先展示公开价格页、扣费规则和费用组成更容易核对的Service。排序不代表Service质量或稳定性,只表示公开信息更便于用户做Cost Estimator。

1

OpenAI API

Official API 不属于Third-party中转Service,但可作为价格和API设计的基准参照。

Pay-as-you-go预付或账单EnterpriseVerified 2026-05-10
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2

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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3

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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4

DeepSeek API

Billing docs clearly state token prices, cache hit rules and balance deduction. Confirm current model names and top-up availability before integration.

Pay-as-you-goBalance Top-upCache BillingVerified 2026-05-10
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5

Anthropic Claude API

Official Claude API pricing includes input, output, cache and batch dimensions. Calculate each separately when estimating costs.

Pay-as-you-goCache BillingBatch DiscountVerified 2026-05-10
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6

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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7

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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8

Groq

适合对延迟敏感、且Model列表与 GroqCloud 覆盖范围匹配的应用。

Pay-as-you-goFree TierEnterpriseVerified 2026-05-10
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9

Google Gemini API

适合直接接入 Gemini。需要特别关注Free层、付费层和 Google Cloud 账单边界。

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

Perplexity API

适合需要搜索增强能力的应用。费用不只来自Model token,也可能来自搜索请求。

Pay-as-you-go请求费用token BillingVerified 2026-05-10
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11

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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12

Mistral AI La Plateforme

适合直接使用 Mistral Model,尤其是对欧洲供应方和部署区域有要求的团队。

Pay-as-you-goSubscription PlanEnterpriseVerified 2026-05-10
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13

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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14

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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15

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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