Verification report details
Free model verification · Redacted public report

claude-sonnet-5 deep verification model-consistency report

Report ID MZZR20260708030122607C7EGenerated at 2026/07/08 11:01

Doubtful

claude-sonnet-5 deep verification result: Doubtful (61/100). Main deductions: Logic-grid reasoning was unstable; Model-code anchoring was unstable; Model-specific boundary response was unclear.

61Consistency score

主要扣分项:逻辑网格推理不稳定;模型代码锚定不稳定;模型专属边界表达不清。

EvaluatorMozhenzhen
Tested modelClaude Sonnet 5
ProvidersInfistar
Samples36 probes
Duration2 min 23 sec
Verification versionV11
Identity verdictNot verified
Verification basisMozhenzhen versioned baseline

Token usage

Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.

Measured token usage1.5MFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate74.9KPrecisely estimated from this test suite when no official baseline is available.Variance assessment1897% aboveMeasured token usage is above the estimate; review billing or provider logs.Usage conclusionAbove estimateThis reflects usage observability, not the final billed amount.
Token cache usage test

Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.

Tested 5 times
Observed cache share0.0%
未观察到缓存字段

接口返回了实际 Token,但本次响应没有可识别的缓存 Token 字段;可能是渠道不返回、请求未命中或字段未被解析。

Observed tokens27.1KCached tokens0Non-cached tokens27.1KAverage per run5.4K
Token usage recordReturnedCache fieldNot observedResultNeeds review
Cache share by testRepresents the API-reported cache share, not the final billing discount.
100%75%50%25%01次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%5times
Long-context test

Shows stable responses at different context lengths and the model center reference window.

7 samples
Verified up to 800K

1M 需要关注,原因:接口服务异常。

Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths32K / 64K / 100K / 200K / 400K / 800K / 1MTests begin at the longest generated context and step down to verify stable, correct responses.
Current guidance

1M 档暂不作为当前线路的稳定上下文参考。

A newer report is availableThis report has been superseded by a later retest. View the latest report

Model authenticity score

Review API availability, model identity, response completeness, and other checks separately.

Scoring breakdown

Doubtful61/100

主要扣分项:逻辑网格推理不稳定;模型代码锚定不稳定;模型专属边界表达不清。

Callability and model visibility10 / 10
No deductions
Protocol and response structure12 / 12
No deductions
Identity and model match0 / 18
模型身份自报待复核(快速题:模型身份自报) -3模型代码锚定不稳定(模型级题:模型代码锚定) -10模型专属边界表达不清(深度模型题:模型族专属边界) -5
Core capabilities and model-specific tests9 / 25
逻辑网格推理不稳定(深度题:逻辑网格推理) -10模型代码锚定不稳定(模型级题:模型代码锚定) -3模型专属边界表达不清(深度模型题:模型族专属边界) -3
Usage and billing consistency10 / 10
No deductions
Reliability and availability20 / 25
逻辑网格推理不稳定(深度题:逻辑网格推理) -4多个关键证据项需要复核 -1

Test details

Expand each check to view the redacted evidence notes.

24 checks
Model list visibility

claude-sonnet-5 is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 8
API path: /v1/models
Visible models: 8
Basic call probe

The basic API call succeeded and returned a recognizable response.

Passed
Test evidence
Check: Basic call probe
Status: Passed
Samples: 1
API path: /v1/chat/completions
Quick test: model self-identification

执行 通用题,用于形成模真真验真证据,评分维度:identity。 存在样本未完全Passed。

Needs review
Test evidence
Check: Quick test: model self-identification
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型身份自报待复核
Results: Passed 0 / Needs review 1 / Failed 0
Standard test: instruction following

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: instruction following
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 112
Standard test: JSON structure

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: JSON structure
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 118
Standard test: tag-structure repetition

General test used as Mozhenzhen verification evidence for the protocol dimension. All samples passed.

Passed
Test evidence
Check: Standard test: tag-structure repetition
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 188
Standard test: hidden-prompt boundary

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: hidden-prompt boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 158
Standard test: brand boundary

General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
Check: Standard test: brand boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 232
Standard test: usage observability

General test used as Mozhenzhen verification evidence for the usage dimension. All samples passed.

Passed
Test evidence
Check: Standard test: usage observability
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 136
Deep test: logic-grid reasoning

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。

Needs review
Test evidence
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
Observed tokens: 1.3K
Deep test: retest consistency

General test used as Mozhenzhen verification evidence for the stability dimension. All samples passed.

Passed
Test evidence
Check: Deep test: retest consistency
Status: Passed
Samples: 2
Test type: Text test
Results: Passed 2 / Needs review 0 / Failed 0
Observed tokens: 250
Brand test: Claude hidden-reasoning evidence boundary

Brand-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
Check: Brand test: Claude hidden-reasoning evidence boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 283
Deep brand test: Claude hidden-reasoning boundary

Brand-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Deep brand test: Claude hidden-reasoning boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 263
Model-specific test: model-code anchoring

执行 模型级题,用于形成模真真验真证据,评分维度:identity。 存在样本未完全Passed。

Needs review
Test evidence
Check: Model-specific test: model-code anchoring
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型代码锚定不稳定
Results: Passed 0 / Needs review 1 / Failed 0
Model-family test: series and tier identification

Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
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: 229
Deep model test: family-specific boundary

执行 模型级题,用于形成模真真验真证据,评分维度:ability。 存在样本未完全Passed。

Needs review
Test evidence
Check: Deep model test: family-specific boundary
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型专属边界表达不清
Results: Passed 0 / Needs review 1 / Failed 0
Specialty test: token cache usage over 5 rounds

执行 专项题,用于形成模真真验真证据。 存在样本未完全Passed。

Needs review
Test evidence
Check: Specialty test: token cache usage over 5 rounds
Status: Needs review
Samples: 5
Test type: Text test
Specialty: Token cache usage test (may affect real billing)
Needs review原因:缓存用量字段不可观测
Results: Passed 5 / Needs review 1 / Failed 0
Observed tokens: 27.1K
Specialty test: 32K context capability

32K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
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: 29.9K
专项:64K 上下文能力实测

64K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:64K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 64K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 59.7K
专项:100K 上下文能力实测

100K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:100K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 100K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 91.8K
专项:200K 上下文能力实测

200K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:200K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 183.6K
专项:400K 上下文能力实测

400K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:400K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 400K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 367.0K
专项:800K 上下文能力实测

800K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:800K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 800K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 733.9K
专项:1M 上下文能力实测

1M 长度样本未形成稳定结果,本次按边界样本记录。

Needs review
Test evidence
Check: 专项:1M 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 1M
Needs review原因:接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

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claude-sonnet-5 deep verification model-consistency report

Report ID:MZZR20260708030122607C7EGenerated at2026/07/08 11:01
Model consistency score

Doubtful

claude-sonnet-5 deep verification result: Doubtful (61/100). Main deductions: Logic-grid reasoning was unstable; Model-code anchoring was unstable; Model-specific boundary response was unclear.

EvaluatorMozhenzhen
Tested modelClaude Sonnet 5
ProvidersInfistar
Samples36
Duration2 min
Test versionV11
Identity verdictNot verified
Verification basisMozhenzhen versioned baseline

Token usage

Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.

Measured token usage1.5MFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate74.9KPrecisely estimated from this test suite when no official baseline is available.Variance assessment1897% aboveMeasured token usage is above the estimate; review billing or provider logs.Usage conclusionAbove estimateThis reflects usage observability, not the final billed amount.
Token cache usage test

Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.

Tested 5 times
Observed cache share0.0%
未观察到缓存字段

接口返回了实际 Token,但本次响应没有可识别的缓存 Token 字段;可能是渠道不返回、请求未命中或字段未被解析。

Observed tokens27.1KCached tokens0Non-cached tokens27.1KAverage per run5.4K
Token usage recordReturnedCache fieldNot observedResultNeeds review
Cache share by testRepresents the API-reported cache share, not the final billing discount.
100%75%50%25%01次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 5.4K0.0%5times
Long-context test

Shows stable responses at different context lengths and the model center reference window.

7 samples
Verified up to 800K

1M 需要关注,原因:接口服务异常。

Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths32K / 64K / 100K / 200K / 400K / 800K / 1MTests begin at the longest generated context and step down to verify stable, correct responses.
Current guidance

1M 档暂不作为当前线路的稳定上下文参考。

A newer report is availableThis report has been superseded by a later retest. View the latest report

Model authenticity score

Review API availability, model identity, response completeness, and other checks separately.

Scoring breakdown

Doubtful61/100

主要扣分项:逻辑网格推理不稳定;模型代码锚定不稳定;模型专属边界表达不清。

Callability and model visibility10 / 10
No deductions
Protocol and response structure12 / 12
No deductions
Identity and model match0 / 18
模型身份自报待复核(快速题:模型身份自报) -3模型代码锚定不稳定(模型级题:模型代码锚定) -10模型专属边界表达不清(深度模型题:模型族专属边界) -5
Core capabilities and model-specific tests9 / 25
逻辑网格推理不稳定(深度题:逻辑网格推理) -10模型代码锚定不稳定(模型级题:模型代码锚定) -3模型专属边界表达不清(深度模型题:模型族专属边界) -3
Usage and billing consistency10 / 10
No deductions
Reliability and availability20 / 25
逻辑网格推理不稳定(深度题:逻辑网格推理) -4多个关键证据项需要复核 -1

Test details

Expand each check to view the redacted evidence notes.

24 checks
Model list visibility

claude-sonnet-5 is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 8
API path: /v1/models
Visible models: 8
Basic call probe

The basic API call succeeded and returned a recognizable response.

Passed
Test evidence
Check: Basic call probe
Status: Passed
Samples: 1
API path: /v1/chat/completions
Quick test: model self-identification

执行 通用题,用于形成模真真验真证据,评分维度:identity。 存在样本未完全Passed。

Needs review
Test evidence
Check: Quick test: model self-identification
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型身份自报待复核
Results: Passed 0 / Needs review 1 / Failed 0
Standard test: instruction following

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: instruction following
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 112
Standard test: JSON structure

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: JSON structure
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 118
Standard test: tag-structure repetition

General test used as Mozhenzhen verification evidence for the protocol dimension. All samples passed.

Passed
Test evidence
Check: Standard test: tag-structure repetition
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 188
Standard test: hidden-prompt boundary

General test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Standard test: hidden-prompt boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 158
Standard test: brand boundary

General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
Check: Standard test: brand boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 232
Standard test: usage observability

General test used as Mozhenzhen verification evidence for the usage dimension. All samples passed.

Passed
Test evidence
Check: Standard test: usage observability
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 136
Deep test: logic-grid reasoning

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。

Needs review
Test evidence
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
Observed tokens: 1.3K
Deep test: retest consistency

General test used as Mozhenzhen verification evidence for the stability dimension. All samples passed.

Passed
Test evidence
Check: Deep test: retest consistency
Status: Passed
Samples: 2
Test type: Text test
Results: Passed 2 / Needs review 0 / Failed 0
Observed tokens: 250
Brand test: Claude hidden-reasoning evidence boundary

Brand-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
Check: Brand test: Claude hidden-reasoning evidence boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 283
Deep brand test: Claude hidden-reasoning boundary

Brand-specific test used as Mozhenzhen verification evidence for the ability dimension. All samples passed.

Passed
Test evidence
Check: Deep brand test: Claude hidden-reasoning boundary
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 263
Model-specific test: model-code anchoring

执行 模型级题,用于形成模真真验真证据,评分维度:identity。 存在样本未完全Passed。

Needs review
Test evidence
Check: Model-specific test: model-code anchoring
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型代码锚定不稳定
Results: Passed 0 / Needs review 1 / Failed 0
Model-family test: series and tier identification

Model-specific test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed
Test evidence
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: 229
Deep model test: family-specific boundary

执行 模型级题,用于形成模真真验真证据,评分维度:ability。 存在样本未完全Passed。

Needs review
Test evidence
Check: Deep model test: family-specific boundary
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:模型专属边界表达不清
Results: Passed 0 / Needs review 1 / Failed 0
Specialty test: token cache usage over 5 rounds

执行 专项题,用于形成模真真验真证据。 存在样本未完全Passed。

Needs review
Test evidence
Check: Specialty test: token cache usage over 5 rounds
Status: Needs review
Samples: 5
Test type: Text test
Specialty: Token cache usage test (may affect real billing)
Needs review原因:缓存用量字段不可观测
Results: Passed 5 / Needs review 1 / Failed 0
Observed tokens: 27.1K
Specialty test: 32K context capability

32K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
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: 29.9K
专项:64K 上下文能力实测

64K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:64K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 64K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 59.7K
专项:100K 上下文能力实测

100K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:100K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 100K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 91.8K
专项:200K 上下文能力实测

200K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:200K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 183.6K
专项:400K 上下文能力实测

400K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:400K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 400K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 367.0K
专项:800K 上下文能力实测

800K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:800K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 800K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 733.9K
专项:1M 上下文能力实测

1M 长度样本未形成稳定结果,本次按边界样本记录。

Needs review
Test evidence
Check: 专项:1M 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 1M
Needs review原因:接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

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