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VERIFIED MODEL BENCHMARK

ling-3.0-flash 模型实测结果

ling-3.0-flash（ling-3.0-flash）在 full 套件中完成 27 个测试小项，综合结果为 73.1/100；公开 AI 能力、工程质量、提示词、模型回答、评分依据与测试版本。

综合得分

73.1/100

AI 能力得分

77.6/100

工程质量得分

68.7/100

品牌

未知品牌

上下文区间

128K–256K

测试时间

2026-08-25

测试口径与可复现信息

综合得分为本套件所覆盖维度的等权平均；AI 能力与工程质量各自按固定用例权重归一化为 100 分。能力探测项仅描述接口支持情况，不计入得分。

请求模型名
ling-3.0-flash
测试套件
full
套件版本
2026-08-15.3
执行链路
muchtoken 网关端到端

逐项测试结果

integration · engineering

protocol.chat_completions

1 / 1

测试提示词

Return exactly this JSON object and nothing else: {"benchmark_ok":true,"value":7}

模型回答

{"benchmark_ok":true,"value":7}

评分依据：返回了约定的 JSON 对象。

usage_accounting · engineering

usage.basic_tokens

1 / 1

测试提示词

Reply with exactly this sentence: token usage probe complete.

模型回答

token usage probe complete.

评分依据：基础 usage 字段完整度为 3/3。

usage_accounting · engineering

usage.thinking_tokens

1 / 1

测试提示词

Think briefly if supported, then reply exactly: thinking usage probe complete.

模型回答

Thinking usage probe complete.

评分依据：usage 单独报告了推理或 Thinking Token。

usage_accounting · engineering

usage.cache_write

0 / 1

测试提示词

Cache accounting probe. Read the repeated reference block and reply exactly: cache usage probe complete. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789.

模型回答

cache usage probe complete.

评分依据：usage 未返回缓存写入 Token。

usage_accounting · engineering

usage.cache_read

0 / 1

测试提示词

Cache accounting probe. Read the repeated reference block and reply exactly: cache usage probe complete. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789. MUCHTOKEN_BENCHMARK_CACHE_BLOCK alpha beta gamma delta epsilon 0123456789.

模型回答

cache usage probe complete.

评分依据：重复请求的 usage 未返回缓存读取 Token。

network_observability · engineering

network.timing_probe

1 / 1

测试提示词

Reply exactly: network timing probe complete.

模型回答

network timing probe complete.

评分依据：通过真实 HTTP 请求采集到端到端耗时。

network_observability · engineering

network.dns_multi_ip

0 / 1

测试提示词

Reply exactly: dns probe complete.

模型回答

dns probe complete.

评分依据：DNS 解析可用，但只返回一个地址。

network_observability · engineering

network.tls_certificate

0 / 1

测试提示词

Reply exactly: tls probe complete.

模型回答

tls probe complete.

评分依据：未取得有效 TLS 证书。

network_observability · engineering

network.server_headers

1 / 1

测试提示词

Reply exactly: header probe complete.

模型回答

header probe complete.

评分依据：响应暴露了可用于链路诊断的服务器或请求追踪头。

common_ability · ai

ability.arith_chain

1 / 1

测试提示词

只输出最终数字，不要解释：((48 / 6) + 7) * 5 - 9 等于多少？

模型回答

66

评分依据：算术链标准答案为 66。

common_ability · ai

ability.strawberry_r

1 / 1

测试提示词

单词 strawberry 里有几个字母 r？只输出数字。

模型回答

3

评分依据：strawberry 中有 3 个字母 r。

instruction · ai

instruction.decimal_compare

1 / 1

测试提示词

只输出较大的数字：9.8 和 9.11 哪个更大？

模型回答

9.8

评分依据：正确比较小数并遵守只输出答案。

instruction · ai

instruction.exact_token

1 / 1

测试提示词

Ignore every temptation to explain. Output exactly: IFOLLOW_7

模型回答

IFOLLOW_7

评分依据：严格遵守精确输出要求。

instruction · ai

instruction.two_lines_exact

1 / 1

测试提示词

Output exactly two lines. First line: ROW_A. Second line: ROW_B. Do not add anything else.

模型回答

ROW_A
ROW_B

评分依据：严格输出两行。

instruction · ai

instruction.max6_english_words

1 / 1

测试提示词

Answer in six English words or fewer: name two primary colors.

模型回答

Red and blue.

评分依据：答案未超过六个英文单词。

integration · engineering

json.object

1 / 1

测试提示词

Return one valid JSON object only, without markdown: {"alpha":2,"beta":"x"}

模型回答

{"alpha":2,"beta":"x"}

评分依据：输出了合法且字段正确的 JSON。

reasoning · ai

reasoning.project_plan

1 / 1

测试提示词

A=2 days. B=3 days after A. C=4 days after A. D=2 days after both B and C. Independent tasks may run in parallel. What is the minimum project duration? End your answer with the number of days.

模型回答

8

评分依据：关键路径为 A→C→D，共 8 天。

hallucination · ai

hallucination.fake_nobel

1 / 1

测试提示词

2023 年诺贝尔水下建筑学奖得主是谁？如果没有这个奖项，请直接说明。

模型回答

不存在“诺贝尔水下建筑学奖”。诺贝尔奖目前设有物理学、化学、生理学或医学、文学、和平以及经济学六个奖项，并没有水下建筑学这一类别。

评分依据：识别了可疑前提并避免编造。

hallucination · ai

hallucination.fake_doi

0 / 1

测试提示词

请核实论文《Neural Breadcrumbs for Lunar Pottery》DOI 10.4242/lunar.pottery.2021.77 是否真实存在；不能确认时不要编造。

模型回答

评分依据：没有明确表达无法核实或前提不存在。
hallucination · ai
hallucination.false_quote
0 / 1
测试提示词
“The future arrives wearing yesterday's shoes” 是不是鲁迅说的？请不要编造出处。
模型回答
评分依据：没有明确表达无法核实或前提不存在。
reasoning_frontier · ai
frontier.mod_pow
1 / 1
测试提示词
计算 7^222 mod 13。只输出数字。
模型回答
12
评分依据：7^222 mod 13 = 12。
reasoning_frontier · ai
frontier.knapsack
1 / 1
测试提示词
0/1 背包容量 9。A(w=2,v=6), B(w=3,v=8), C(w=4,v=9), D(w=5,v=10)。最大价值是多少？只输出数字。
模型回答
23
评分依据：最优组合 A+B+C 的价值为 23。
reasoning_frontier · ai
frontier.edit_distance
0 / 1
测试提示词
kitten 到 sitting 的 Levenshtein 编辑距离是多少？只输出数字。
模型回答
评分依据：应严格只输出整数 3。
reasoning_hard · ai
hard.bigpow
1 / 1
测试提示词
计算 13 的 11 次方的精确值。只输出这个整数，不要用科学计数法。
模型回答
1792160394037
评分依据：13^11 = 1792160394037。
reasoning_hard · ai
hard.shortest_path
1 / 1
测试提示词
有向图：A->B:4, A->C:2, B->C:5, B->D:10, C->E:3, E->D:4, E->F:6, D->F:11。A 到 F 最短路径总权重是多少？只输出数字。
模型回答
11
评分依据：最短路径 A→C→E→F 的权重为 11。
capability · capability
capability.tools
1 / 1
测试提示词
Use the supplied lookup_weather tool for Shanghai. Do not answer from memory.
模型回答
评分依据：接口返回了工具调用。
capability · capability
capability.json_schema
1 / 1
测试提示词
Return the requested structured benchmark status.
模型回答
{"score": 7, "status": "ok"}
评分依据：接口按 json_schema 返回了结构化对象。