惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

博客园 - 【当耐特】
小众软件
小众软件
S
SegmentFault 最新的问题
GbyAI
GbyAI
量子位
爱范儿
爱范儿
L
LangChain Blog
Vercel News
Vercel News
A
About on SuperTechFans
腾讯CDC
博客园_首页
酷 壳 – CoolShell
酷 壳 – CoolShell
月光博客
月光博客
博客园 - 聂微东
Stack Overflow Blog
Stack Overflow Blog
H
Help Net Security
U
Unit 42
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
V
V2EX
V
Visual Studio Blog
美团技术团队
D
DataBreaches.Net
The GitHub Blog
The GitHub Blog
N
Netflix TechBlog - Medium

Crazyrouter Blog (English)

Ideogram AI Guide 2026: Product Mockups, Text Rendering, and API Automation Akool AI Voice Generator Review 2026: API Alternatives for Developers GLM 4.6 API Guide 2026: Build Chinese-English Agents with Tool Calling Google Veo3 API Guide 2026: Batch Video Generation, QA, and Fallbacks Claude Opus 4.8 vs Opus 4.7: Real API Benchmark Results for Developers Opus 4.8 vs Opus 4.7 Coding Test: What Changed for Developers? Opus 4.8 vs Opus 4.7 for Agents: JSON, Tool Use, and Structured Output Gemini 2.5 Flash-Lite for RAG, Agent Routing, and Cost per Successful Task Gemini 2.5 Flash-Lite for Support Automation and Ticket Triage Gemini 2.5 Flash-Lite Use Cases: The Practical Automation Tier for Developers Claude Jupiter v1-p vs GPT-5.5 Benchmark: Real API Test on Reasoning and Coding Claude Jupiter v1-p vs Claude Opus 4.7 vs Sonnet 4.6: Live API Test Claude Jupiter v1-p vs Claude Opus 4.7 vs Sonnet 4.6: Live API Test Claude Code Pricing 2026: Pro vs Max vs Team vs API Costs Claude Opus 4.7 vs DeepSeek V4 Pro: Real API Compatibility and Coding Benchmark Gemini CLI Complete Guide 2026: Repo Automation, CI Agents, and Multi-Model Routing Ideogram AI Guide 2026: Brand Design Automation, API Workflows, and Alternatives GLM 4.6 API Guide 2026: Agents, RAG, Tool Calling, and Bilingual Apps WAN 2.2 Animate Tutorial 2026: Character Consistency, Shot Control, and API Workflows Google Veo3 API Guide 2026: Production Video Pipelines, Prompts, Pricing, and Fallbacks AI API Pricing Comparison 2026: Text, Image, Video, Caching, and Router Costs Codex CLI Installation Guide 2026: Windows, macOS, Linux, Proxies, and CI Setup How to Get a Claude API Key in 2026: Secure Setup for Teams, CI, and Alternatives Gemini Advanced Review 2026: Is It Worth It for Coding, Research, and API Teams? Claude Code Pricing Guide 2026: Team Agent Budgets, API Fallbacks, and Cost Control Seedance 2.0 Pricing: Convert 46 CNY per Million Tokens to Cost per Second Qwen2.5-Omni Guide 2026: Real-Time Voice, Vision, and Multimodal Agents Kimi K2 Thinking Guide 2026: Reasoning Workflows, Evals, and Cost Control Google Veo3 API Guide 2026: Batch Video Pipelines, Pricing, and Fallbacks Codex CLI Installation Guide 2026: macOS, Linux, WSL, Proxies, and Dev Containers
Crazyrouter vs Vercel AI Gateway: Pricing, Models and Use...
Crazyrouter Team · 2026-06-18 · via Crazyrouter Blog (English)

Crazyrouter vs Vercel AI Gateway: Pricing, Models and Use Cases in 2026#

If you are comparing Crazyrouter vs Vercel AI Gateway, the real question is not which homepage sounds better. The practical question is: which gateway fits your production workflow, model coverage, pricing expectations, deployment stack and migration path?

Vercel AI Gateway is attractive for teams already building on Vercel and the AI SDK. Crazyrouter is attractive for teams that want broad model access, OpenAI-compatible routing and a gateway that is not tied to one frontend hosting platform.

AI gateway comparison architecture

Quick verdict#

Use Vercel AI Gateway when your app is already deeply built around Vercel, the Vercel AI SDK, and you want a framework-native gateway experience.

Use Crazyrouter when your priority is broad model families, one OpenAI-compatible base URL, model experimentation across GPT, Claude, Gemini, Qwen, DeepSeek, GLM, image and video routes, and a gateway layer that can be used from any backend.

Real Crazyrouter API evidence#

Real test evidence used in this article:

Sample model families discovered by /v1/models:

  • DeepSeek: deepseek-v4-flash, deepseek-v4-pro
  • Qwen: qwen3-vl-plus, qwen2.5-coder-14b-instruct, qwen2-vl-72b-instruct, qwen3-coder-480b-a35b-instruct, qwen3-vl-30b-a3b-instruct, qwen3-30b-a3b, qwen-plus, qwen2.5-72b-instruct
  • GLM: glm-5v-turbo, glm-4-flash, glm-4.1v-thinking-flash, glm-5-turbo, glm-5, glm-4.5-flash, glm-4.5, glm-4v

This matters because gateway comparison should not stop at feature tables. A gateway has to list models, accept real payloads, return usage data and let developers switch model IDs without rewriting the app.

Pricing comparison: what to actually compare#

Do not compare only the marketing plan price. For an AI gateway, compare:

  1. raw model route price;
  2. gateway markup or credit model;
  3. retries and failed outputs;
  4. latency impact;
  5. whether usage data is returned consistently;
  6. engineering time saved by one API layer;
  7. whether the gateway locks you into one deployment platform.

Vercel AI Gateway is easiest to evaluate inside a Vercel stack. Crazyrouter is easiest to evaluate as an OpenAI-compatible API endpoint:

Model coverage and routing#

Crazyrouter returned 262 models in this test, including GPT, Claude, Gemini, Qwen, DeepSeek, GLM, Kimi, image-generation and video-generation routes.

Crazyrouter model routing evidence

A practical routing map:

WorkloadGateway requirementWhy it matters
SaaS chatbotcheap fast model + fallbackreduce cost per conversation
Coding agentstronger reasoning/coding routecode quality varies by task
RAG appstable JSON + long contextretrieval output must be validated
Image/video productmultimodal model accesstext-only gateways are not enough
Internal automationlogs, usage and model switchingoperations teams need visibility

Production test results#

Tested modelHTTPLatencyPrompt tokensCompletion tokensTotal tokensNote
gpt-4o-mini2002.9s395392stop
qwen-plus2003.69s404282stop
glm-4-flash2005.54s344781stop
deepseek-chat2003.27s36180216returned reasoning tokens, empty content at max_tokens=180; useful validation/fallback example
qwen3-coder-480b-a35b-instruct20028.53s404787stop

The DeepSeek route example is especially useful: HTTP 200 does not automatically mean usable final content. It returned reasoning tokens and hit the output limit with empty final content under this constrained prompt. Production gateways need validators, fallbacks and task-specific max token settings.

Crazyrouter vs Vercel AI Gateway: side-by-side#

DimensionCrazyrouterVercel AI Gateway
Best fitMulti-model API access from any stackVercel-native AI SDK apps
Migration styleOpenAI-compatible base URLVercel AI SDK/provider integration
Model strategyBroad model families and multimodal routesGateway inside Vercel ecosystem
Lock-in riskLower if you keep OpenAI-compatible client codeHigher if app logic is Vercel-specific
Use caseAPI gateway, routing, model choice, cost controlfrontend/serverless AI app delivery
Evaluation metriccost per successful taskconvenience inside Vercel workflow

When Vercel AI Gateway is the better choice#

Vercel AI Gateway can be a good fit when:

  • your product already runs on Vercel;
  • your team uses the Vercel AI SDK heavily;
  • frontend streaming UX is the main requirement;
  • you prefer one vendor workflow for hosting and AI app development.

When Crazyrouter is the better choice#

Crazyrouter is a stronger fit when:

  • you need GPT, Claude, Gemini, DeepSeek, Qwen, GLM and multimodal models together;
  • you want OpenAI-compatible migration;
  • you are not fully committed to Vercel hosting;
  • you care about model routing by task;
  • you want to test multiple providers without rewriting your app.

AI gateway production workflow

FAQ#

Is Crazyrouter a Vercel AI Gateway alternative?#

Yes, for teams that mainly want unified model access and OpenAI-compatible API routing. It is not a Vercel hosting replacement; it is an AI API gateway.

Is Vercel AI Gateway better for Next.js apps?#

Often yes, especially if your app is already built around Vercel and the Vercel AI SDK. But if model coverage and cross-stack portability matter more, Crazyrouter is worth testing.

Which is cheaper?#

The answer depends on your model routes, retries, failed outputs and traffic profile. Compare cost per successful task, not only nominal token price.

Can I use Crazyrouter with a Vercel-hosted app?#

Yes. A Vercel app can call Crazyrouter through the OpenAI SDK by setting base_url to https://cn.crazyrouter.com/v1.

Bottom line#

Vercel AI Gateway is framework-native. Crazyrouter is model-access-native. If your main problem is building a Vercel AI SDK app, evaluate Vercel first. If your main problem is routing across many model families with one OpenAI-compatible API, test Crazyrouter.

Start here: Crazyrouter