测试说明 点击展开 5 步 quick-probe-v1 详解
前 5 步同一会话，第 6 步独立新会话，覆盖 6 个独立信号：
1. ping/pong —— 单字指令遵循 + 建立缓存上下文。
2. 身份（结构化）—— 三行 vendor / brand / model 格式，机器可解析。
3. 知识截止 —— 跨越 5 分钟 cache 边界后追问，检测 sliding 5m cache 是否真正命中。
4. 身份（自由格式）—— 自然语言自报身份，给包装层（Kiro 等）暴露品牌的机会。
5. 世界知识层级 —— 5 道公共事件硬事实题，按答对档位映射实测 tier，与请求模型对照。
6. 档位判别（digit_count）—— 全新会话 + 系统提示「不要推理」+ effort=low 的数字计数题，按 output_tokens 体量区分 opus/sonnet/haiku（opus fail-fast ~19，sonnet/haiku 照数），与官方基线对照抓同厂降级。
前 5 步之间随机延迟 1–4 分钟。第 3 步（cutoff）累计跨度 > 5 分钟保住 sliding cache 检测；总跨度 > 6 分钟。第 6 步是独立新会话（不复用前 5 轮上下文，否则 opus 不再 fail-fast）。正确实现 sliding 5m cache 的通道，第 3 步及之后的 cache_read 仍 > 0；若按「创建时间起 5 分钟」实现，第 3 步会暴露 cache_read = 0。
3 通道 · 6 步骤
2026/07/01 运行日期
claude-sonnet-4-6 官方基准
1 通道分数 < 70 另含 2 任务失败
已揭晓 揭晓进度
2 通道不可测 · 已从主对比表移除 点击展开原因
- DBAI / M-
评测失败
- 0-0 / O-Max
评测失败
| 步骤 / 指标 | SSSAiCode R-Kiro | 官方基准 | duckcoding cc专用 | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 基本信息 | |||||||||||||||||||||||
| 服务名 | Claude Code | Claude Code | Claude Code | ||||||||||||||||||||
| 模型 | claude-sonnet-4-6 | claude-sonnet-4-6 | claude-sonnet-4-6 | ||||||||||||||||||||
| 客户端 | claude-cli v2.1.195 | claude-cli v2.1.195 | claude-cli v2.1.195 | ||||||||||||||||||||
| 偏差标红基于官方基准 | |||||||||||||||||||||||
| 步骤 1: ping text | |||||||||||||||||||||||
| 时间 | 09:35:55 ~ 09:36:00 (3.8s) | 09:35:59 ~ 09:36:04 (4.3s) | 09:35:51 ~ 09:36:01 (6.0s) | ||||||||||||||||||||
| 提示词 | 查看本步 Promptping. Reply with the single word: pong | ||||||||||||||||||||||
| HTTP 头(TTFB) | 2,667 ms | 3,055 ms | 4,846 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 2,858 ms | 3,062 ms | 4,929 ms | ||||||||||||||||||||
| 总耗时 | 3,035 ms | 3,250 ms | 5,167 ms | ||||||||||||||||||||
| 输入 | 0 | 3 | 3 | ||||||||||||||||||||
| 输出 | 2 | 5 | 5 | ||||||||||||||||||||
| 缓存创建 | 0 | 5,991 5m: 0 / 1h: 5,991 | 5,991 5m: 0 / 1h: 5,991 | ||||||||||||||||||||
| 缓存读取 | 0 | 14,884 | 14,884 | ||||||||||||||||||||
| 响应 | pong | pong | pong | ||||||||||||||||||||
| 步骤 2: identity text | |||||||||||||||||||||||
| 时间 | 09:37:13 ~ 09:37:18 (3.3s) | 09:37:34 ~ 09:37:39 (3.5s) | 09:38:16 ~ 09:38:26 (7.7s) | ||||||||||||||||||||
| 提示词 | 查看本步 Prompt本请求询问的是你（正在生成此回复的当前 API 模型）自身的身份，不是用户提到的任何外部产品。必须直接作答，禁止追问、拒答、解释或输出占位符；不能要求更多上下文。请按下列 3 行格式精确填空作答（label 不变，值小写）： vendor: <厂商公司名一个英文小写单词> brand: <产品或模型品牌名一个英文小写单词> model: <实际 API model 字段值，保留原始短横线格式> | ||||||||||||||||||||||
| HTTP 头(TTFB) | 2,199 ms | 2,178 ms | 5,763 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 2,318 ms | 2,180 ms | 6,027 ms | ||||||||||||||||||||
| 总耗时 | 2,606 ms | 2,519 ms | 6,646 ms | ||||||||||||||||||||
| 输入 | 0 | 3 | 3 | ||||||||||||||||||||
| 输出 | 18 | 22 | 22 | ||||||||||||||||||||
| 缓存创建 | 0 | 182 5m: 0 / 1h: 182 | 182 5m: 0 / 1h: 182 | ||||||||||||||||||||
| 缓存读取 | 0 | 20,875 | 20,875 | ||||||||||||||||||||
| 响应 | vendor: anthropic brand: claude model: claude-sonnet-4-6 | vendor: anthropic brand: claude model: claude-sonnet-4-6 | vendor: anthropic brand: claude model: claude-sonnet-4-6 | ||||||||||||||||||||
| 步骤 3: cutoff text | |||||||||||||||||||||||
| 时间 | 09:40:12 ~ 09:40:18 (2.9s) | 09:40:43 ~ 09:40:49 (4.7s) | 09:42:12 ~ 09:42:22 (6.2s) | ||||||||||||||||||||
| 提示词 | 查看本步 Prompt请直接回答你的知识截止日期，格式 YYYY-MM，不要附加任何说明。 | ||||||||||||||||||||||
| HTTP 头(TTFB) | 1,990 ms | 3,464 ms | 4,632 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 2,135 ms | 3,466 ms | 4,722 ms | ||||||||||||||||||||
| 总耗时 | 2,138 ms | 3,693 ms | 5,277 ms | ||||||||||||||||||||
| 输入 | 0 | 3 | 3 | ||||||||||||||||||||
| 输出 | 3 | 8 | 8 | ||||||||||||||||||||
| 缓存创建 | 0 | 38 5m: 0 / 1h: 38 | 57 5m: 0 / 1h: 57 | ||||||||||||||||||||
| 缓存读取 | 0 | 21,057 | 21,057 | ||||||||||||||||||||
| 响应 | 2025-08 | 2025-08 | 2025-08 | ||||||||||||||||||||
| 步骤 4: identity_free text | |||||||||||||||||||||||
| 时间 | 09:42:00 ~ 09:42:05 (4.8s) | 09:44:02 ~ 09:44:22 (19.3s) | 09:43:34 ~ 09:43:44 (6.8s) | ||||||||||||||||||||
| 提示词 | 查看本步 Prompt中文做个自我介绍：你是什么产品或助手？谁开发的？50 字内。 | ||||||||||||||||||||||
| HTTP 头(TTFB) | 2,550 ms | 17,453 ms | 4,968 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 2,770 ms | 17,455 ms | 4,980 ms | ||||||||||||||||||||
| 总耗时 | 4,038 ms | 18,304 ms | 6,075 ms | ||||||||||||||||||||
| 输入 | 0 | 3 | 3 | ||||||||||||||||||||
| 输出 | 38 | 65 | 49 | ||||||||||||||||||||
| 缓存创建 | 0 | 43 5m: 0 / 1h: 43 | 43 5m: 0 / 1h: 43 | ||||||||||||||||||||
| 缓存读取 | 0 | 21,095 | 21,114 | ||||||||||||||||||||
| 输出速度 | 30.0 tok/s | 76.6 tok/s | 44.7 tok/s | ||||||||||||||||||||
| 响应 | 我是 Kiro，一款由 Anthropic 技术驱动的 AI 开发环境助手。我帮助开发者完成代码编写、调试、重构等软件工程任务，让你专注于系统设计和核心决策。 | 我是 Claude，由 Anthropic 开发的 AI 助手。我擅长对话、分析、编程、写作等多种任务，致力于提供安全、有帮助的人工智能服务。 | 我是 Claude，由 Anthropic 开发的 AI 助手。我能帮助您完成写作、编程、分析、问答等各类任务。 | ||||||||||||||||||||
| 步骤 5: knowledge_recall text | |||||||||||||||||||||||
| 时间 | 09:44:39 ~ 09:44:44 (4.7s) | 09:45:31 ~ 09:45:51 (16.2s) | 09:46:49 ~ 09:46:59 (6.4s) | ||||||||||||||||||||
| 提示词 | 查看本步 PromptAnswer these dated public-knowledge questions using ONLY your own internal pretrained knowledge. Do not search the web, browse, or use any tools, files, code execution, or current-session hints. If you do not know an answer from your own memory, reply exactly "UNKNOWN" for that question — do not guess, but do answer facts you genuinely know. Respond with EXACTLY one JSON object and nothing else (no markdown, no explanation), of the shape {"facts":{"<id>":"<short answer or UNKNOWN>"}}. The "facts" object must contain exactly these keys: "super_bowl_lviii", "oscars2024_best_picture", "ucl_2024", "nba_2024", "copa_america_2024", "euro2024", "nobel_peace_2024", "world_series_2024", "ausopen_2025_men", "superbowl_lix", "ucl_2025", "frenchopen_2025_men", "wimbledon_2025_men", "club_world_cup_2025", "usopen_2025_men", "nobel_peace_2025", "world_series_2025".
- "super_bowl_lviii": Which NFL team won Super Bowl LVIII (played 2024-02-11)?
- "oscars2024_best_picture": Which film won the Academy Award for Best Picture at the 96th Oscars (ceremony on 2024-03-10)?
- "ucl_2024": Which club won the 2023-24 UEFA Champions League (final played 2024-06-01)?
- "nba_2024": Which team won the 2024 NBA Finals (concluded 2024-06-17)?
- "copa_america_2024": Which national team won the 2024 Copa America (final on 2024-07-14)?
- "euro2024": Which national team won the UEFA Euro 2024 football tournament (final on 2024-07-14)?
- "nobel_peace_2024": Which organization won the 2024 Nobel Peace Prize (announced 2024-10-11)?
- "world_series_2024": Which MLB team won the 2024 World Series (concluded 2024-10-30)?
- "ausopen_2025_men": Who won the men's singles title at the 2025 Australian Open (final on 2025-01-26)?
- "superbowl_lix": Which NFL team won Super Bowl LIX (played 2025-02-09)?
- "ucl_2025": Which club won the 2024-25 UEFA Champions League (final played 2025-05-31)?
- "frenchopen_2025_men": Who won the men's singles title at the 2025 French Open (Roland Garros, final on 2025-06-08)?
- "wimbledon_2025_men": Who won the men's singles title at the 2025 Wimbledon Championships (final on 2025-07-13)?
- "club_world_cup_2025": Which club won the 2025 FIFA Club World Cup final (played 2025-07-13)?
- "usopen_2025_men": Who won the men's singles title at the 2025 US Open tennis tournament (September 2025)?
- "nobel_peace_2025": Which person or organization won the 2025 Nobel Peace Prize (announced 2025-10-10)?
- "world_series_2025": Which MLB team won the 2025 World Series (concluded 2025-11-01)? | ||||||||||||||||||||||
| HTTP 头(TTFB) | 1,739 ms | 2,672 ms | 3,531 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 1,935 ms | 2,984 ms | 3,551 ms | ||||||||||||||||||||
| 总耗时 | 4,019 ms | 14,970 ms | 5,643 ms | ||||||||||||||||||||
| 输入 | 0 | 3 | 3 | ||||||||||||||||||||
| 输出 | 227 | 821 | 196 | ||||||||||||||||||||
| 缓存创建 | 0 | 6,660 5m: 0 / 1h: 6,660 | 6,663 5m: 0 / 1h: 6,663 | ||||||||||||||||||||
| 缓存读取 | 0 | 2,131 | 2,131 | ||||||||||||||||||||
| 输出速度 | 108.9 tok/s | 68.5 tok/s | 93.7 tok/s | ||||||||||||||||||||
| 响应 | {"facts":{"super_bowl_lviii":"kansas city chiefs","oscars2024_best_picture":"oppenheimer","ucl_2024":"real madrid","nba_2024":"boston celtics","copa_america_2024":"argentina","euro2024":"spain","nobel | {"facts":{"super_bowl_lviii":"kansas city chiefs","oscars2024_best_picture":"oppenheimer","ucl_2024":"real madrid","nba_2024":"boston celtics","copa_america_2024":"argentina","euro2024":"spain","nobel | {"facts":{"super_bowl_lviii":"kansas city chiefs","oscars2024_best_picture":"oppenheimer","ucl_2024":"real madrid","nba_2024":"boston celtics","copa_america_2024":"argentina","euro2024":"spain","nobel | ||||||||||||||||||||
| 步骤 6: digit_count text | |||||||||||||||||||||||
| 时间 | 09:46:22 ~ 09:46:42 (17.7s) | 09:47:16 ~ 09:47:51 (30.1s) | 09:49:34 ~ 09:49:59 (21.5s) | ||||||||||||||||||||
| 提示词 | 查看本步 PromptCount digits exactly in s. Return {"n":len(s),"c":[count0,count7,count9]}. s=688342169330926106323316141971038593767696457229641499971185126917918274 | ||||||||||||||||||||||
| HTTP 头(TTFB) | 1,510 ms | 1,244 ms | 6,417 ms | ||||||||||||||||||||
| 首文本(SSE delta) | 1,544 ms | 1,641 ms | 6,911 ms | ||||||||||||||||||||
| 总耗时 | 16,948 ms | 29,130 ms | 20,568 ms | ||||||||||||||||||||
| 输入 | 0 | 164 | 164 | ||||||||||||||||||||
| 输出 | 1,031 | 2,523 | 1,226 | ||||||||||||||||||||
| 缓存创建 | 0 | 0 5m: 0 / 1h: 0 | 0 5m: 0 / 1h: 0 | ||||||||||||||||||||
| 缓存读取 | 0 | 0 | 0 | ||||||||||||||||||||
| 输出速度 | 66.9 tok/s | 91.8 tok/s | 89.8 tok/s | ||||||||||||||||||||
| 响应 | Going through the string character by character: `688342169330926106323316141971038593767696457229641499971185126917918274` Total length: 72 Zeros (0): positions 12, 17, 31 → **3** Sevens (7): pos | ## Counting Digits in s **s** = `688342169330926106323316141971038593767696457229641499971185126917918274` **Splitting into groups of 10 for accuracy:** | Group | Positions | Digits | |-------|---- | ## Counting digits in s **s** = `688342169330926106323316141971038593767696457229641499971185126917918274` ### Length (n) Splitting into groups of 10: ``` 6883421693 → 10 3092610632 → 10 331614 | ||||||||||||||||||||
| 总计 | |||||||||||||||||||||||
| 总输入(含缓存) | 0 | 93,135 | 93,176 | ||||||||||||||||||||
| 总输出 | 1,319 | 3,444 | 1,506 | ||||||||||||||||||||
| 总缓存创建 | 0 | 12,914 5m: 0 / 1h: 12,914 | 12,936 5m: 0 / 1h: 12,936 | ||||||||||||||||||||
| 总缓存读取 | 0 | 80,042 | 80,061 | ||||||||||||||||||||
| 输出速度 | 69.1 tok/s | 84.5 tok/s | 87.3 tok/s | ||||||||||||||||||||
| 总执行时间 | 37.2s | 1m 18.0s | 54.7s | ||||||||||||||||||||
| 总墙钟时间 | 10m 47.0s 含步骤间等待 | 11m 52.1s 含步骤间等待 | 14m 8.0s 含步骤间等待 | ||||||||||||||||||||
|
按官方价目重估
同等内容若直发 Anthropic 的估算 ⓘ | >=$0.0198 Anthropic: Claude Sonnet 4.6 (成本不完整) | $0.1246 Anthropic: Claude Sonnet 4.6 | $0.0957 Anthropic: Claude Sonnet 4.6 | ||||||||||||||||||||
| 通道指纹 | |||||||||||||||||||||||
| 来源步骤 | digit_count | digit_count | digit_count | ||||||||||||||||||||
| 平台 | direct (75%) | direct (100%) | one-api (100%) | ||||||||||||||||||||
| 上游 | Anthropic 直连 (75%) | Anthropic 直连 (100%) | Anthropic 直连 (100%) | ||||||||||||||||||||
| CDN | - | - | - | ||||||||||||||||||||
| ID 格式 | msg_5a10d10484d547c1b20c5d930c13ef93 | msg_01GZgYRHuY9cLTTDJ1A3iESG | msg_017vGkUKEZZmPbQFVubnsuYF | ||||||||||||||||||||
展开详细指纹（响应头 / body 特征 / 完整信号列表）
| |||||||||||||||||||||||
| 协议指纹评分（机器自动） | |||||||||||||||||||||||
| 总分 / 100 | 52 | 100 | 99 | ||||||||||||||||||||
| 基线状态 | 已对照基线 | 已对照基线 | 已对照基线 | ||||||||||||||||||||
| 缓存命中比 | 0.0 /10 ×20 | 10.0 /10 ×20 | 10.0 /10 ×20 | ||||||||||||||||||||
| 缓存 TTL 一致 | 0.0 /10 ×15 | 10.0 /10 ×15 | 10.0 /10 ×15 | ||||||||||||||||||||
| 延迟基线 | 10.0 /10 ×15 | 10.0 /10 ×15 | 9.7 /10 ×15 | ||||||||||||||||||||
| 模型匹配 | 10.0 /10 ×14 | 10.0 /10 ×14 | 10.0 /10 ×14 | ||||||||||||||||||||
| 缓存连续性 | 5.0 /10 ×14 | 10.0 /10 ×14 | 10.0 /10 ×14 | ||||||||||||||||||||
| sliding 5m | 5.0 /10 ×13 | 10.0 /10 ×13 | 10.0 /10 ×13 | ||||||||||||||||||||
| 原生 msg-ID | 0.0 /10 ×8 | 10.0 /10 ×8 | 10.0 /10 ×8 | ||||||||||||||||||||
| 身份(结构) | 10.0 /10 ×7 | 10.0 /10 ×7 | 10.0 /10 ×7 | ||||||||||||||||||||
| 身份(自由) | 0.0 /10 ×7 | 10.0 /10 ×7 | 10.0 /10 ×7 | ||||||||||||||||||||
| service_tier | 0.0 /10 ×6 | 10.0 /10 ×6 | 10.0 /10 ×6 | ||||||||||||||||||||
| 知识截止 | 10.0 /10 ×5 | 10.0 /10 ×5 | 10.0 /10 ×5 | ||||||||||||||||||||
| inference_geo | 0.0 /10 ×5 | 10.0 /10 ×5 | 10.0 /10 ×5 | ||||||||||||||||||||
| stop_reason | 10.0 /10 ×3 | 10.0 /10 ×3 | 10.0 /10 ×3 | ||||||||||||||||||||
| Req-ID 透传 | 0.0 /10 ×2 | 10.0 /10 ×2 | 0.0 /10 ×2 | ||||||||||||||||||||
| SDK 一致 | 10.0 /10 ×2 | 10.0 /10 ×2 | 10.0 /10 ×2 | ||||||||||||||||||||
| 系统提示纯净 | 未计入 | 10.0 /10 ×8 | 10.0 /10 ×8 | ||||||||||||||||||||
| 流式投递 | 未计入 | 未计入 | 未计入 | ||||||||||||||||||||
| 综合结论 | |||||||||||||||||||||||
| 与基线相似度 | 52 v3.26.0 | 基准（参考） | 99 v3.26.0 | ||||||||||||||||||||
| 雷达图例 | 共 18 个维度（顺时针，从顶部 12 点起）— 点击展开对照
每根轴长度 = 该维度 0-10 分（越长越接近基线）。蓝色虚线圆 = 满分基准。具体权重见 方法论页。 | ||||||||||||||||||||||
| 维度雷达 | |||||||||||||||||||||||
| 平均延迟 | 5464 ms | 11978 ms | 8229 ms | ||||||||||||||||||||
| 输出速度 | 69.1 tok/s | 84.5 tok/s | 87.3 tok/s | ||||||||||||||||||||
| 完成步骤 | 6/6 成功 | 6/6 成功 | 6/6 成功 | ||||||||||||||||||||
|
按官方价目重估
同等内容若直发 Anthropic 的估算 ⓘ | >=$0.0198 (成本不完整) | $0.1246 | $0.0957 | ||||||||||||||||||||
| 缓存读取占比 ⓘ | - | 86% | 86% | ||||||||||||||||||||
| 揭晓 | |||||||||||||||||||||||
| 通道 | 服务商 SSSAiCode ↗
通道R-Kiro | 官方基准 | 服务商 duckcoding ↗
通道cc专用 | ||||||||||||||||||||