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40 Tests · 12 Dimensions

Claude Model Detect

深度检测你的 Claude API 真实性。验证模型身份、Thinking 签名、SSE 流完整性。

API Configuration

Your API key is used only during detection and processed entirely within our Cloudflare Worker. It is never stored, logged, or cached. All probe requests are sent server-side — nothing is visible in your browser.

What We Detect

Identity
Model self-ID, msg_id format, model echo
Streaming
SSE event sequence, delta types, TTFB
Thinking
Block content, signature, protobuf
Injection
System prompt leak, XML tag probe
Token
max_tokens, stop_reason, usage fields
Channel
Service tier, platform, proxy headers
Cache
Creation, hit rate, consistency
Web Search
Server tool trigger, result format
Pricing
Token ratio, thinking cost analysis
Context
Needle-in-haystack validation
Fingerprint
tool_id prefix, stop_details, caller
Signature
F5 key, embedded model name, multi-turn

About Claude Model Detection

Claude Model Detect is a free tool that verifies whether a Claude API endpoint returns authentic model responses. It performs 40 automated tests across 13 dimensions to detect common proxy fraud tactics.

Why detection matters: Some API resellers cut costs by routing expensive model requests through cheaper models, stripping thinking content, injecting hidden system prompts, or truncating outputs. This tool exposes these practices through protocol-level verification.

How it works: The tool sends carefully crafted API requests from our backend and analyzes the responses for Anthropic-specific signatures: msg_ ID prefixes, tool_use ID prefixes, SSE event sequences, thinking block cryptographic signatures, protobuf signature structure, and token counting accuracy.

FAQ

What does Claude Model Detect check?

It verifies API characteristics across 13 dimensions including model identity, SSE streaming, extended thinking signatures, injection detection, token consistency, fingerprint analysis, signature cryptography, and HTTP header inspection. These tests determine if a Claude API proxy returns authentic model responses.

How does it detect fake Claude models?

By checking API response signatures that are hard to forge: the msg_ ID prefix format, SSE event sequence compliance, thinking block content and cryptographic signatures, and token counting accuracy. A proxy using a different model will fail multiple tests.

Is my API key safe?

Yes. Your API key is forwarded through our Cloudflare Worker proxy only for the duration of each test request. It is never stored, logged, or cached. The proxy exists solely to avoid browser CORS restrictions.

What Claude models are supported?

All Claude models available through the Anthropic Messages API, including Claude Sonnet 4, Claude Opus 4, Claude Haiku, and their date-stamped variants. Extended thinking tests require models that support the thinking parameter.

Why would a proxy return a fake model?

Some API resellers cut costs by routing expensive model requests (e.g., Opus) through cheaper models (e.g., Sonnet or Haiku), or by using non-Claude models entirely. They may also strip thinking content, inject system prompts, or truncate outputs.

How many API credits does a test cost?

A full test makes approximately 10 API requests with modest token usage: around 5,000-8,000 total tokens. At standard Claude pricing, this costs less than $0.02 per test run.