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ClaudeClaude (Anthropic Messages)

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Claude Haiku 4.5 (claude-haiku-4-5-20251001) · 标准模式 · 08/29 08:45 · 耗时 21s

存在 1 项严重问题,即使总分较高也不建议重度使用

  • 长上下文召回:32k 上下文即失败:召回错误
78
存在风险
首 token 0.99s · 往返 1.08s
Key: sk-N5••••••QrBase URL: https://api.apimart.aiJSON再测一次
通过协议字段合规响应字段与官方 Messages API 规范一致权重 10 · 100

响应字段与官方 Messages API 规范一致

{
  "status": 200,
  "id": "msg_011CeWkE3J3UsiyMBpgE39DK",
  "model": "claude-haiku-4-5-20251001",
  "stop_reason": "end_turn",
  "usage": {
    "cache_creation": {
      "ephemeral_1h_input_tokens": 0,
      "ephemeral_5m_input_tokens": 0
    },
    "cache_creation_input_tokens": 0,
    "cache_read_input_tokens": 0,
    "inference_geo": "not_available",
    "input_tokens": 12,
    "output_tokens": 4
  },
  "topKeys": [
    "content",
    "id",
    "model",
    "role",
    "stop_details",
    "stop_reason",
    "stop_sequence",
    "type",
    "usage"
  ],
  "latencyMs": 1076,
  "text": "OK"
}
耗时 1.1s · 严重度 info
失败消息 ID 规范ID 不符合官方 msg_ + 24 位 base62 格式:msg_resp_cfb40e14c508d409权重 4 · 20

ID 不符合官方 msg_ + 24 位 base62 格式:msg_resp_cfb40e14c508d409

{
  "ids": [
    "msg_011CeWkE3J3UsiyMBpgE39DK",
    "msg_resp_cfb40e14c508d409"
  ]
}
耗时 1.2s · 严重度 major
注意思维签名加密验证篡改签名被拒绝但报错原因不明确 (HTTP 400):output_config.effort "low" was provided, but model claude-haiku-4.5 does not support reasoning effor…权重 25 · 75

篡改签名被拒绝但报错原因不明确 (HTTP 400):output_config.effort "low" was provided, but model claude-haiku-4.5 does not support reasoning effor…

{
  "blockTypes": [
    "thinking",
    "tool_use"
  ],
  "stop_reason": "tool_use",
  "signatureLength": 628,
  "signaturePrefix": "EtADCpoBCBEY",
  "thinkingPreview": "The user is asking me to use the get_weather tool to check the current weather i…",
  "roundTrip": {
    "validStatus": 200,
    "tamperedStatus": 400,
    "tamperedError": "output_config.effort \"low\" was provided, but model claude-haiku-4.5 does not support reasoning effort (request id: 202608290845072034998008268d9d6PCGgTFlv) (req…"
  }
}
耗时 3.9s · 严重度 minor
通过流式响应合规SSE 事件序列完整,符合官方规范权重 8 · 100

SSE 事件序列完整,符合官方规范

{
  "status": 200,
  "ttftMs": 992,
  "eventCount": 7,
  "sequence": [
    "message_start",
    "content_block_start",
    "content_block_delta",
    "content_block_delta",
    "content_block_stop",
    "message_delta",
    "message_stop"
  ],
  "startId": "msg_msg_c5e5b5cb52f91603",
  "startUsage": {
    "input_tokens": 0,
    "output_tokens": 0
  },
  "deltaUsage": {
    "input_tokens": 21,
    "output_tokens": 17,
    "cache_creation_input_tokens": 0,
    "cache_read_input_tokens": 0
  }
}
耗时 1.1s · 严重度 info
通过Tool Use 能力Tool Use 正常,参数与 stop_reason 均符合规范权重 8 · 100

Tool Use 正常,参数与 stop_reason 均符合规范

{
  "stop_reason": "tool_use",
  "blockTypes": [
    "tool_use"
  ],
  "toolId": "toolu_0176pg2MkPpKtJrfU514kRPE",
  "input": {
    "city": "Tokyo",
    "unit": "c"
  }
}
耗时 1.2s · 严重度 info
通过Assistant 预填充预填充续写正确,Claude 原生特性完整权重 6 · 100

预填充续写正确,Claude 原生特性完整

{
  "continuation": "\"Paris\"}"
}
耗时 1.0s · 严重度 info
通过stop_sequences 行为stop_sequence 命中并正确回填权重 4 · 100

stop_sequence 命中并正确回填

{
  "stop_reason": "stop_sequence",
  "stop_sequence": "FIVE",
  "text": "ONE TWO THREE FOUR "
}
耗时 1.0s · 严重度 info
通过Token 用量与注入用量稳定 (12 tokens),无注入痕迹权重 8 · 100

用量稳定 (12 tokens),无注入痕迹

{
  "input_tokens": [
    12,
    12
  ],
  "output_tokens": [
    4,
    4
  ],
  "expectedInputApprox": "10-16"
}
耗时 1.0s · 严重度 info
通过隐藏 System Prompt 探测模型确认无隐藏指令权重 5 · 100

模型确认无隐藏指令

{
  "reply": "NONE"
}
耗时 1.3s · 严重度 info
通过身份与确定性身份为 Anthropic,temperature=0 输出稳定权重 5 · 100

身份为 Anthropic,temperature=0 输出稳定

{
  "who": "Anthropic",
  "math": [
    "391",
    "391"
  ],
  "models": [
    "claude-haiku-4-5-20251001",
    "claude-haiku-4-5-20251001",
    "claude-haiku-4-5-20251001"
  ]
}
耗时 1.3s · 严重度 info
通过PDF 文档识别PDF 内容识别正确权重 5 · 100

PDF 内容识别正确

{
  "status": 200,
  "secret": "KIWI-6940",
  "reply": "KIWI-6940"
}
耗时 1.3s · 严重度 info
注意Prompt Caching缓存写入了但第二次未命中:中转站可能在多上游间轮询,缓存无法复用权重 8 · 50

缓存写入了但第二次未命中:中转站可能在多上游间轮询,缓存无法复用

{
  "first": {
    "input": 11,
    "creation": 4431,
    "read": 0
  },
  "second": {
    "input": 11,
    "creation": 4431,
    "read": 0
  }
}
耗时 2.8s · 严重度 minor
失败长上下文召回32k 上下文即失败:召回错误权重 10 · 0

32k 上下文即失败:召回错误

{
  "tiers": [
    {
      "tokens": 32000,
      "ok": false,
      "status": 200,
      "latencyMs": 2624,
      "inputTokens": 28315
    }
  ]
}
耗时 2.6s · 严重度 critical
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评分 = Σ(单项分 × 权重) / Σ权重(跳过项不计)。≥70 通过,50–69 存在风险,<50 未达标;出现任一严重问题时结论封顶为「存在风险」。单次检测受网络与上游波动影响,建议结合该域名的历史记录判断。