mimo-v2.5-pro deep verification result: Matched (86/100). Main deductions: Logic-grid reasoning was unstable.
主要扣分项：逻辑网格推理不稳定。
Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.
Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.
多次测试均返回缓存 Token，说明这条链路的长对话用量记录有参考价值。
Shows stable responses at different context lengths and the model center reference window.
All tested context tiers (32K) returned reliably.
Review API availability, model identity, response completeness, and other checks separately.
主要扣分项：逻辑网格推理不稳定。
Expand each check to view the redacted evidence notes.
mimo-v2.5-pro is visible in the API model list.
Check: Model list visibility Status: Passed Samples: 85 API path: /v1/models Visible models: 85
The basic API call succeeded and returned a recognizable response.
Check: Basic call probe Status: Passed Samples: 1 API path: /v1/chat/completions
General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Quick test: model self-identification Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 467 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: instruction following Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 313 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: JSON structure Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 314 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the protocol dimension. All samples passed.
Check: Standard test: tag-structure repetition Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 630 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: hidden-prompt boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 406 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Standard test: brand boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 485 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the usage dimension. All samples passed.
Check: Standard test: usage observability Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 336 Cached tokens: 192
执行 通用题，用于形成模真真验真证据，评分维度：ability。 存在样本未完全Passed。
Check: Deep test: logic-grid reasoning Status: Needs review Samples: 1 Test type: Text test Needs review原因：逻辑网格推理不稳定 Results: Passed 0 / Needs review 1 / Failed 0
General test used as Mozhenzhen verification evidence for the stability dimension. All samples passed.
Check: Deep test: retest consistency Status: Passed Samples: 2 Test type: Text test Results: Passed 2 / Needs review 0 / Failed 0 Observed tokens: 726 Cached tokens: 448
Brand-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: 品牌题：MiMo 证据边界 证据边界 Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 482 Cached tokens: 192
Brand-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: 深度品牌题：MiMo 证据边界 Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 1.0K Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Model-specific test: model-code anchoring Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 570 Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Model-family test: series and tier identification Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 368 Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Deep model test: family-specific boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 751 Cached tokens: 256
Specialty test used as Mozhenzhen verification evidence. All samples passed.
Check: Specialty test: token cache usage over 5 rounds Status: Passed Samples: 5 Test type: Text test Specialty: Token cache usage test (may affect real billing) Results: Passed 5 / Needs review 0 / Failed 0 Observed tokens: 15.5K Cached tokens: 14.4K
32K context sample returned reliably and is included as evidence for this run.
Check: Specialty test: 32K context capability Status: Passed Samples: 1 Test type: Text test Specialty: Context test Context tier: 32K Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 21.4K Cached tokens: 20.7K
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AI service research and model verification reportmimo-v2.5-pro deep verification result: Matched (86/100). Main deductions: Logic-grid reasoning was unstable.
Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.
Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.
多次测试均返回缓存 Token，说明这条链路的长对话用量记录有参考价值。
Shows stable responses at different context lengths and the model center reference window.
All tested context tiers (32K) returned reliably.
Review API availability, model identity, response completeness, and other checks separately.
主要扣分项：逻辑网格推理不稳定。
Expand each check to view the redacted evidence notes.
mimo-v2.5-pro is visible in the API model list.
Check: Model list visibility Status: Passed Samples: 85 API path: /v1/models Visible models: 85
The basic API call succeeded and returned a recognizable response.
Check: Basic call probe Status: Passed Samples: 1 API path: /v1/chat/completions
General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Quick test: model self-identification Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 467 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: instruction following Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 313 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: JSON structure Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 314 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the protocol dimension. All samples passed.
Check: Standard test: tag-structure repetition Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 630 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Standard test: hidden-prompt boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 406 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Standard test: brand boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 485 Cached tokens: 192
General test used as Mozhenzhen verification evidence for the usage dimension. All samples passed.
Check: Standard test: usage observability Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 336 Cached tokens: 192
执行 通用题，用于形成模真真验真证据，评分维度：ability。 存在样本未完全Passed。
Check: Deep test: logic-grid reasoning Status: Needs review Samples: 1 Test type: Text test Needs review原因：逻辑网格推理不稳定 Results: Passed 0 / Needs review 1 / Failed 0
General test used as Mozhenzhen verification evidence for the stability dimension. All samples passed.
Check: Deep test: retest consistency Status: Passed Samples: 2 Test type: Text test Results: Passed 2 / Needs review 0 / Failed 0 Observed tokens: 726 Cached tokens: 448
Brand-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: 品牌题：MiMo 证据边界 证据边界 Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 482 Cached tokens: 192
Brand-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: 深度品牌题：MiMo 证据边界 Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 1.0K Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Model-specific test: model-code anchoring Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 570 Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.
Check: Model-family test: series and tier identification Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 368 Cached tokens: 192
Model-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.
Check: Deep model test: family-specific boundary Status: Passed Samples: 1 Test type: Text test Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 751 Cached tokens: 256
Specialty test used as Mozhenzhen verification evidence. All samples passed.
Check: Specialty test: token cache usage over 5 rounds Status: Passed Samples: 5 Test type: Text test Specialty: Token cache usage test (may affect real billing) Results: Passed 5 / Needs review 0 / Failed 0 Observed tokens: 15.5K Cached tokens: 14.4K
32K context sample returned reliably and is included as evidence for this run.
Check: Specialty test: 32K context capability Status: Passed Samples: 1 Test type: Text test Specialty: Context test Context tier: 32K Results: Passed 1 / Needs review 0 / Failed 0 Observed tokens: 21.4K Cached tokens: 20.7K
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