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AIMLAPI review: pricing vs official APIs, free tier, MCP

发布于 更新于

AI/ML API 标志aimlapi.com积分制网页API命令行
The AI/ML API homepage: one API for 1000+ models, with its own MCP server.
The AI/ML API homepage: one API for 1000+ models, with its own MCP server.截自 aimlapi.com截图日期

AI/ML API 是什么

先用一两句话说清楚。

AI/ML API (AIMLAPI) is a prepaid API service, contracting through Boiler Labs FZ-LLC in the UAE and also listing AIMLAPI OÜ in Estonia, that sells text, image, video and audio models from many makers through one key. Its current prices for OpenAI, Anthropic and Google models sit about 30% above the makers' list prices.

主要功能

它能做什么,每项一句话,以及我们有没有实测。

  • One key for many kinds of models

    One prepaid balance for text, image, video, voice, music, embedding and 3D models, including GPT-6 Sol, Claude Opus 5.5, Gemini 4 Argon, Sora 2 and Veo 3.1.

    AI/ML API claims 1000+ models; third-party listings have quoted 100+ to 400+ at different times.

  • OpenAI and Anthropic request formats

    An OpenAI-compatible API at api.aimlapi.com/v1, including /v1/responses, and an Anthropic-format endpoint that Claude Code can use through ANTHROPIC_BASE_URL.

    Per AI/ML API's docs, only the Claude models it carries work through the Anthropic format.

  • Official remote MCP server

    mcp.aimlapi.com/mcp lets Claude Desktop, Claude Code, Cursor and other MCP clients search the catalogue, run text, image, video and audio models, manage long jobs and check the balance, with browser sign-in.

    Per AI/ML API's MCP docs; calls are billed like the REST API.

  • Toolbox of agent tools

    Web search, page-to-Markdown, screenshots, news and social data callable with the same key over REST, function calling, MCP, or as an mcp tool inside a /v1/responses request for OpenAI models.

    AI/ML API says only tool runs are billed; search and inspect calls are free.

  • One-command setup for coding agents

    The aimlapi CLI (npx aimlapi claude) signs you in, creates a key and starts Claude Code, Codex, OpenCode, Cline, OpenClaude, OpenClaw, Hermes Agent, zero or ZCode connected to AI/ML API.

    Per its CLI docs; a positive balance is required.

  • Batch API for Claude

    Anthropic-style message batches for Claude models, returned within up to an hour.

    AI/ML API says batching can cut costs by up to 50%; its docs list only Claude chat models for batches.

  • Public status page

    status.aimlapi.com (UptimeRobot) monitors six endpoints, including the API and the MCP server.

    Endpoint pings, not per-model success rates.

适合谁

它帮得上谁、解决什么问题、在哪个榜单里。

适合

  • Developers who want one prepaid key for text, image, video and audio models
  • Claude Code, Codex and OpenCode users who want to switch providers without editing config files
  • Teams building agents that need hosted web search and page extraction on the same bill
  • Hackathon teams and prototypers comparing many models side by side

解决的问题

  • Separate accounts, keys and invoices for each model maker
  • Wiring web search and scraping tools into an agent
  • Calling video models such as Sora 2 and Veo 3.1 from the same code as chat models
  • Setting up a coding agent against a new provider by hand

擅长什么

别人公开做过的测试:给了它什么、结果怎样。

  1. 案例 1

    Per AI/ML API's Claude Code guide and CLI docs: running Claude Code on AI/ML API

    输入

    export ANTHROPIC_BASE_URL=https://api.aimlapi.com and ANTHROPIC_API_KEY=<AI/ML API key>, set ANTHROPIC_MODEL to a Claude model, then run claude in the project; or run npx aimlapi claude.

    结果

    Claude Code speaks the Anthropic format and AI/ML API accepts it, so nothing else changes. The guide notes that only Claude models work this way, and Claude Sonnet 5.5 costs 2.60 / 13 USD per million tokens here against Anthropic's 2 / 10 USD.

  2. 案例 2

    Per AI/ML API's Toolbox docs: a one-call research agent through /v1/responses

    输入

    POST https://api.aimlapi.com/v1/responses with model gpt-4.1, the input "Find 3 fresh news items about the Model Context Protocol, with links.", and https://mcp.aimlapi.com/mcp as a tool of type mcp.

    结果

    The model searches the tool catalogue, runs a news tool and answers in one request, and the output lists each mcp_call. This is the vendor's documented example; no third-party test of it has been published.

  3. 案例 3

    In a Trustpilot review from October 7, 2025: calling the VibeVoice text-to-speech API

    输入

    Text-to-speech requests to the VibeVoice model through AI/ML API's API.

    结果

    The reviewer says requests timed out with HTTP 524 after about two minutes and a refund was refused; AI/ML API replied the next day. One user's report about one niche model, but refused refunds recur across its reviews.

短板

做得不好的地方和证据,以及我们还没法定论的地方。

做得不好

做得不好

  • Prices above the makers' list prices.

    证据: Its pricing page lists GPT-6 Sol at 2.60 / 13 USD per million tokens (OpenAI: 2 / 10), Claude Opus 5.5 at 5.20 / 26 USD (Anthropic: 4 / 20) and Claude Sonnet 4.6 at 4.1262 / 20.631 USD (Anthropic: 3 / 15), checked October 21, 2026.

  • No refunds and no free tier.

    证据: The terms say the company "does not offer refunds for any products or services"; the docs FAQ says "The Free Tier is currently paused", so the first test costs a 20 USD top-up. Several Trustpilot reviewers report refused refunds.

  • Marketing the terms do not back.

    证据: The home page advertises a "99.9% Uptime SLA" while the terms disclaim any guarantee of uptime or reliability and allow suspension without notice.

  • The privacy policy says nothing about prompts.

    证据: It does not say whether prompts and outputs are logged, for how long, used for training, or which upstream providers receive them; no SOC 2 or ISO certification is named.

  • No control over routing.

    证据: The docs describe no provider selection, fallback or load-balancing settings; AI/ML API chooses the upstream and the terms do not name it.

  • Not for buyers who watch cost or need contract terms.

    证据: At about 30% over list with no refunds, no stated retention terms and an SLA its own terms disclaim, price-sensitive teams and anyone needing data or uptime commitments should use the makers' APIs or a list-price router such as OpenRouter.

尚不确定

尚不确定

  • How the two companies relate.

    原因: The terms name Boiler Labs FZ-LLC (UAE) as the contracting party, the footer lists AIMLAPI OÜ (Estonia), and disputes go to Estonian courts; no public document explains the link or which company takes payment.

  • Whether the model named is the model that answers.

    原因: A November 2025 Trustpilot reviewer says a model sold as GPT-5 answered as GPT-4; AI/ML API denies misrepresenting models, the reviewer's method was not published, and no third-party check exists.

  • Which upstream serves each model.

    原因: Neither the terms nor the docs say whether requests go to the makers' own APIs, cloud resellers or other sources.

  • How independent its online praise is.

    原因: Most Hacker News mentions are staff posts, and a staff member offered open-source projects a "50/50 revenue share" to add AI/ML API as a provider (GitHub, August and September 2026).

价格、限制与格式

每个数字都附来源和核对日期。

项目数值备注与来源
OperatorBoiler Labs FZ-LLC, Ras Al Khaimah, UAE (contracting party); footer also lists AIMLAPI OÜ, Tallinn, Estonia

AIMLAPI OÜ (registry code 16931798) was registered on February 29, 2024; 2025 revenue 260,860 EUR, loss 22,765 EUR.

来源:aimlapi.com核对于

Price vs makers' list pricesAbout 1.3 times list (GPT-6 Sol 2.60 / 13 USD per 1M tokens)

OpenAI lists GPT-6 Sol at 2 / 10 USD; Anthropic lists Claude Opus 5.5 at 4 / 20 USD against 5.20 / 26 USD here.

来源:aimlapi.com核对于

Platform feeNone stated; the margin is in each model's price; 1 USD = 2,000,000 credits

来源:docs.aimlapi.com核对于

Minimum top up20 USD (Pay As You Go)

来源:aimlapi.com核对于

Payment methodsCard through Stripe (merchant of record); the home page plan card lists crypto

Crypto appears on the home page plan card; the terms name Stripe.

来源:aimlapi.com核对于

Free tierPaused: "The Free Tier is currently paused"

来源:docs.aimlapi.com核对于

Models1000+ claimed: text, image, video, voice, music, embeddings, 3D

来源:aimlapi.com核对于

API formatsOpenAI Chat Completions and Responses; Anthropic Messages for Claude models; Claude batches; function calling, streaming, web search on some models

The /v1/responses endpoint is shown in the Toolbox docs.

来源:docs.aimlapi.com核对于

MCPOfficial remote server at mcp.aimlapi.com/mcp (OAuth or API key): model search, inference, jobs, balance, Toolbox tools

来源:docs.aimlapi.com核对于

Agent SkillsNo SKILL.md skill repository found; the docs publish an "Agent setup skill" page of instructions for coding agents

来源:docs.aimlapi.com核对于

Coding agentsaimlapi CLI for Claude Code, Codex, OpenCode, Cline, OpenClaude, OpenClaw, Hermes Agent, zero, ZCode; guides for Roo Code, Kilo Code, Aider; Cursor only via MCP

来源:docs.aimlapi.com核对于

Privacy and data retentionNo statement on prompt logging, retention or training; no certifications named

来源:aimlapi.com核对于

Status pageAPI 100.000% over 30 days, 99.980% over 90 days; MCP 99.959% / 99.962%

Endpoint pings by AI/ML API's own monitor.

来源:status.aimlapi.com核对于

RefundsNone: the company "does not offer refunds for any products or services"

来源:aimlapi.com核对于

常见问题

先给结论,再讲原因、例子、限制和下一步。

Is AI/ML API cheaper than the official APIs?

AI/ML API costs more than the official APIs for current OpenAI, Anthropic and Google models, usually 1.3 times the makers' list prices. GPT-6 Sol is 2.60 / 13 USD per million tokens against OpenAI's 2 / 10 USD, and Claude Opus 5.5 is 5.20 / 26 USD against Anthropic's 4 / 20 USD.

限制

Some older Claude models are 1.375 times list. Older directory copy claiming savings of up to 80% does not match the current price list.

Is AIMLAPI legit?

AIMLAPI is a registered business with public terms and paying users, but its paperwork is split across two companies and its terms favour the seller. The terms name Boiler Labs FZ-LLC in a UAE free zone as the contracting party, the footer lists the Estonian AIMLAPI OÜ, and refunds are ruled out.

原因

AIMLAPI OÜ reported 260,860 EUR of revenue for 2025 to the Estonian register. Trustpilot shows 3.4 out of 5 from 23 reviews, split between five-star and one-star.

Does AI/ML API support MCP?

AI/ML API runs an official remote MCP server at https://mcp.aimlapi.com/mcp. MCP clients sign in through the browser or send an API key, then can search models, run text, image, video and audio generation, manage long jobs, check the balance and use its Toolbox of web tools.

下一步

In Claude Code: claude mcp add --transport http aimlapi https://mcp.aimlapi.com/mcp, then run /mcp and choose Authenticate.

Does AI/ML API have a free tier?

AI/ML API's free tier is paused, so testing the API takes a top-up of at least 20 USD. The docs FAQ says "The Free Tier is currently paused", although the site still shows a Try For Free button and a few models carry a -free suffix.

限制

Top-ups are not refundable under its terms.

Can I get a refund from AIMLAPI?

Refunds are not offered under AIMLAPI's terms. The terms say the company "does not offer refunds for any products or services", and several Trustpilot reviewers report refused refunds, including after an accidental 20 USD charge.

How does AIMLAPI compare with OpenRouter?

OpenRouter costs less for the same OpenAI and Anthropic models, while AIMLAPI carries more video, image, music and 3D models under one key. OpenRouter bills at the provider's list price plus a 5.5% fee on credit purchases; AIMLAPI's prices run about 30% above list.

限制

OpenRouter lets callers choose and order providers; AIMLAPI documents no routing controls.

更多截图

  • AI/ML API's price list shows Claude Opus 5 at 6.5 USD input and 32.5 USD output per million tokens.
    AI/ML API's price list shows Claude Opus 5 at 6.5 USD input and 32.5 USD output per million tokens.截自 aimlapi.com截图日期

公开测试怎么说

This page is built from AI/ML API's own site, docs, terms, privacy policy and status page, the Estonian company register, the official price pages of OpenAI, Anthropic and Google, Trustpilot reviews, GitHub issues and Hacker News, all checked on October 21, 2026. AI/ML API's claims are labelled as its own.

What AI/ML API sells

AI/ML API (also written AIMLAPI) sells one prepaid key for other companies' models. Its pricing page claims "1000+ models" across text, image, video, voice, music, embeddings and 3D, including GPT-6 Sol, Claude Opus 5.5, Gemini 4 Argon, Grok 4.7, DeepSeek V4, Sora 2, Veo 3.1, Kling and Flux. Third-party directories have quoted 100+, 200+, 300+ and 400+ at different times. The balance is kept in credits at 1 USD = 2,000,000 credits, and Pay As You Go starts with a 20 USD top-up. The docs FAQ says "The Free Tier is currently paused", so there is no way to try the API before paying.

The API is OpenAI-compatible at https://api.aimlapi.com/v1. Claude Code works by pointing ANTHROPIC_BASE_URL at https://api.aimlapi.com, and a Batch API accepts Anthropic-style batches for Claude models. The docs describe no provider selection, fallback or load-balancing settings: AI/ML API picks the upstream.

Prices against the official APIs

For the current OpenAI, Anthropic and Google models checked, AI/ML API's prices are 1.3 times the makers' list prices. Some older Claude models are 1.375 times.

Model, per million input / output tokensAI/ML APIMaker's list priceSource
GPT-6 Sol2.60 / 13 USD2 / 10 USDOpenAI
GPT-5.43.25 / 19.50 USD2.50 / 15 USDOpenAI
Claude Opus 5.55.20 / 26 USD4 / 20 USDAnthropic
Claude Sonnet 5.52.60 / 13 USD2 / 10 USDAnthropic
Claude Sonnet 4.64.1262 / 20.631 USD3 / 15 USDAnthropic
Gemini 4 Argon2.60 / 13 USD2 / 10 USD until November 30, 2026; 4 / 20 USD from December 1Google

AI/ML API prices come from its pricing page, which uses "$" without naming a currency. There is no separate platform or deposit fee; the margin is inside each price. Older directory copy repeats a vendor claim of saving "up to 80%" against OpenAI, which the current price list does not support. Video is priced per second (Sora 2 at 0.13 USD a second, Veo 3.1 at up to 0.78 USD a second); OpenAI's current pricing page no longer lists Sora, so that markup could not be compared.

What public tests show

No third-party latency, throughput or output-quality test of AI/ML API was found in public sources. What exists:

  • AI/ML API's own status page (UptimeRobot, live on October 21, 2026) showed the API at 100.000% over 30 days and 99.980% over 90 days, the MCP server at 99.959% and 99.962%, and one 20-second outage on October 14, 2026. These are endpoint pings, not per-model success rates.
  • A Trustpilot reviewer (November 1, 2025) says technical tests showed a model sold as GPT-5 answering as GPT-4, and that a refund was refused. AI/ML API replied that model misidentification is a known issue across providers and that it does not misrepresent models. The method was not published, and asking a model its name is an unreliable test.
  • AI Indigo, a directory site, rates it 2.7 out of 5 without an author or method.

What users report

Trustpilot shows 3.4 out of 5 from 23 reviews (October 21, 2026), split between 52% five-star and 44% one-star. Praise covers the model range, same-day model additions, the playground and quick support. Complaints cover refused refunds (including an accidental 20 USD charge), a dashboard that showed over 135 USD for nine requests (the company called it a display bug), no way to test before paying, timeouts and "model overloaded" errors. Trustpilot notes the company replied to 75% of negative reviews, usually after more than a month.

Most Hacker News mentions are Show HN posts and comments by AI/ML API staff accounts. On GitHub, a staff member opened issues on open-source projects such as AutoGPT and Activepieces in August and September 2026, offering a "50/50 revenue share" for adding AI/ML API as a provider and claiming more than 400,000 users. Some provider integrations in open-source tools therefore come from paid outreach.

MCP, Agent Skills and coding agents

AI/ML API runs an official remote MCP server at https://mcp.aimlapi.com/mcp. Clients such as Claude Desktop, claude.ai, Cursor and Claude Code connect by browser sign-in (OAuth) or with an API key, and can then search and compare models, run text, image, video, audio and embedding models, manage long jobs and check the balance. The same server exposes its Toolbox: four tools (tools_search, tools_inspect, tools_run, tools_run_status) that reach web search, page-to-Markdown, screenshots, news and social data. Only tool runs are billed. Its Toolbox docs also show the MCP server passed as an mcp tool in a /v1/responses request for OpenAI models, so the model calls the tools inside one request.

For coding agents, the aimlapi CLI (npx aimlapi claude) signs you in, creates a key and starts Claude Code, Codex, OpenCode, Cline, OpenClaude, OpenClaw, Hermes Agent, zero or ZCode already pointed at AI/ML API. The docs also have guides for Roo Code, Kilo Code, Aider and continue.dev; Cursor appears only in the MCP guide. The Claude Code guide warns that only the Claude models AI/ML API carries work through the Anthropic format.

No SKILL.md skill repository was found. The docs publish an "Agent setup skill" page, which is a set of instructions for a coding agent to install the CLI. Official SDKs are aimlapi-sdk-python (built on the OpenAI SDK) and aimlapi-sdk-node, plus the langchain-aimlapi package; there is a LiteLLM guide and an llms.txt index of the docs.

Privacy, terms and who runs it

The terms name Boiler Labs FZ-LLC, in a Ras Al Khaimah (UAE) free-zone business centre, as the contracting party. The site footer also lists AIMLAPI OÜ, an Estonian private company entered in the register on February 29, 2024 with a share capital of 1 EUR, and the terms put disputes under Estonian law and the Harju District Court. AIMLAPI OÜ reported revenue of 260,860 EUR for 2025 with a loss of 22,765 EUR, and 109,460 EUR for 2024. No public document explains how the two companies relate or which one receives payments.

  • Stripe is merchant of record, and the terms say the company "does not offer refunds for any products or services".
  • The terms allow fair-use rate limits and immediate suspension without notice, and cap liability at the amount paid.
  • The home page advertises a "99.9% Uptime SLA"; the terms disclaim any guarantee of uptime or reliability.
  • The privacy policy has a GDPR section naming Boiler Labs as controller, but says nothing on whether prompts and outputs are logged, for how long, used for training or sent to which upstream providers. No SOC 2 or ISO certification is named.

How it compares with other relays

ServicePrice against makers' list pricesFee on top
AI/ML APIAbout 1.3 timesNone stated
OpenRouterSame5.5% on credit purchases
CometAPI0.8 times, by its own ruleNone stated
ZenMuxSame5% on top-ups, waived for now
NanoGPTSameNone on deposits

OpenRouter also lets callers choose and order providers. AI/ML API's case rests on breadth (video, music, 3D and voice under one key), its MCP server and Toolbox, and the one-command CLI.

Who should skip it

Anyone sensitive to price, anyone who may need a refund, and teams that need written data-retention terms, a contractual SLA or knowledge of which upstream serves each request. For trying many media models from one key with an MCP server attached, the main costs are the 30% premium and a non-refundable 20 USD top-up.

来源

来源

  1. AI/ML API homepage: plans, 20 USD top-up, uptime claim (AI/ML API) (aimlapi.com), 访问于
  2. AI/ML API pricing page (AI/ML API) (aimlapi.com), 访问于
  3. AI/ML API terms and conditions (Boiler Labs FZ-LLC) (aimlapi.com), 访问于
  4. AI/ML API privacy policy (Boiler Labs FZ-LLC) (aimlapi.com), 访问于
  5. AI/ML API docs index, llms.txt (AI/ML API) (docs.aimlapi.com), 访问于
  6. AI/ML API docs FAQ: free tier paused (AI/ML API) (docs.aimlapi.com), 访问于
  7. AI/ML API docs FAQ: tracking funds and credits (AI/ML API) (docs.aimlapi.com), 访问于
  8. AI/ML API MCP server guide (AI/ML API docs) (docs.aimlapi.com), 访问于
  9. AI/ML API Toolbox guide, including MCP in /v1/responses (AI/ML API docs) (docs.aimlapi.com), 访问于
  10. aimlapi CLI for coding agents (AI/ML API docs) (docs.aimlapi.com), 访问于
  11. Agent setup skill page (AI/ML API docs) (docs.aimlapi.com), 访问于
  12. Claude Code integration guide (AI/ML API docs) (docs.aimlapi.com), 访问于
  13. Batch processing for Claude models (AI/ML API docs) (docs.aimlapi.com), 访问于
  14. AI/ML API GitHub organisation: official SDKs and forks (github.com), 访问于
  15. AI/ML API status page (UptimeRobot, run by AI/ML API) (status.aimlapi.com), 访问于
  16. AIMLAPI OÜ entry, registry code 16931798 (Estonian e-Business Register) (ariregister.rik.ee), 访问于
  17. AI/ML API reviews: 3.4 out of 5 from 23 reviews (Trustpilot) (trustpilot.com), 访问于
  18. AIMLAPI comparison page with a 2.7 rating (AI Indigo directory) (aiindigo.com), 访问于
  19. Hacker News search results for aimlapi (HN Algolia) (hn.algolia.com), 访问于
  20. Revenue-share integration offer by AI/ML API staff (AutoGPT GitHub issue #14153) (github.com), 访问于
  21. Revenue-share integration offer by AI/ML API staff (Activepieces GitHub issue #15339) (github.com), 访问于
  22. OpenAI API pricing: GPT-6 Sol, GPT-5.4 (OpenAI) (developers.openai.com), 访问于
  23. Claude API pricing: Opus 5.5, Sonnet 5.5, Sonnet 4.6 (Anthropic) (platform.claude.com), 访问于
  24. Gemini API pricing: Gemini 4 Argon (Google) (ai.google.dev), 访问于
  25. OpenRouter pricing: list prices and 5.5% credit fee (OpenRouter) (openrouter.ai), 访问于

更新记录

更新记录

  1. Page created from AI/ML API's own pages, public tests and user reports.

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