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Free model verification · Redacted public report

gpt-5.6-sol deep verification model-consistency report

Report ID MZZR202607161101084823D6Generated at 2026/07/16 19:01

Matched

gpt-5.6-sol 本次模型一致性深度验真结果:Matched(94/100)。主要扣分项:品牌边界表达不清;验真信号待复核。

94Consistency score

主要扣分项:品牌边界表达不清;验真信号待复核。

EvaluatorMozhenzhen
Tested modelGPT-5.6 Sol
Providersllm-api
Samples432 probes
Duration4 min 34 sec
Verification versionV11
Identity verdictVerified
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 usage555.2KFrom 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 assessment641% 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 tokens19.2KCached tokens0Non-cached tokens19.2KAverage per run3.8K
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 4.1K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%5times
Long-context test

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

6 samples
Verified up to 400K

800K Failed,原因:800K 长度样本未形成稳定结果,本次按边界样本记录。

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

800K 档暂不作为当前线路的稳定上下文参考。

Model authenticity score

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

Scoring breakdown

Matched94/100

主要扣分项:品牌边界表达不清;验真信号待复核。

Callability and model visibility10 / 10
No deductions
Protocol and response structure12 / 12
No deductions
Identity and model match14 / 18
品牌边界表达不清(深度品牌题:OpenAI 身份与安全边界) -4
Core capabilities and model-specific tests25 / 25
No deductions
Usage and billing consistency10 / 10
No deductions
Reliability and availability23 / 25
存在需复核项 -2

Test details

Expand each check to view the redacted evidence notes.

23 checks
Model list visibility

gpt-5.6-sol is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 405
API path: /models
Visible models: 405
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: /chat/completions
Quick test: model self-identification

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

Passed
Test evidence
Check: Quick test: model self-identification
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.6K
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: 26
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: 1.5K
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: 1.5K
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: 1.5K
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: 1.6K
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: 1.5K
Deep test: logic-grid reasoning

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

Passed
Test evidence
Check: Deep test: logic-grid reasoning
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.7K
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: 3.0K
品牌题:OpenAI 身份与安全边界 证据边界

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

Passed
Test evidence
Check: 品牌题:OpenAI 身份与安全边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.6K
深度品牌题:OpenAI 身份与安全边界

执行 品牌题,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: 深度品牌题:OpenAI 身份与安全边界
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:品牌边界表达不清
Results: Passed 0 / Needs review 1 / Failed 0
Model-specific test: model-code anchoring

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

Passed
Test evidence
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: 1.6K
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: 1.5K
Deep model test: family-specific boundary

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

Passed
Test evidence
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: 1.7K
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: 19.2K
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: 22.1K
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: 42.8K
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: 65.0K
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: 128.6K
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: 255.7K
专项:800K 上下文能力实测

800K 长度样本未形成稳定结果,本次按边界样本记录。

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

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gpt-5.6-sol deep verification model-consistency report

Report ID:MZZR202607161101084823D6Generated at2026/07/16 19:01
Model consistency score

Matched

gpt-5.6-sol 本次模型一致性深度验真结果:Matched(94/100)。主要扣分项:品牌边界表达不清;验真信号待复核。

EvaluatorMozhenzhen
Tested modelGPT-5.6 Sol
Providersllm-api
Samples432
Duration5 min
Test versionV11
Identity verdictVerified
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 usage555.2KFrom 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 assessment641% 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 tokens19.2KCached tokens0Non-cached tokens19.2KAverage per run3.8K
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 4.1K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 4.1K0.0%5times
Long-context test

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

6 samples
Verified up to 400K

800K Failed,原因:800K 长度样本未形成稳定结果,本次按边界样本记录。

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

800K 档暂不作为当前线路的稳定上下文参考。

Model authenticity score

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

Scoring breakdown

Matched94/100

主要扣分项:品牌边界表达不清;验真信号待复核。

Callability and model visibility10 / 10
No deductions
Protocol and response structure12 / 12
No deductions
Identity and model match14 / 18
品牌边界表达不清(深度品牌题:OpenAI 身份与安全边界) -4
Core capabilities and model-specific tests25 / 25
No deductions
Usage and billing consistency10 / 10
No deductions
Reliability and availability23 / 25
存在需复核项 -2

Test details

Expand each check to view the redacted evidence notes.

23 checks
Model list visibility

gpt-5.6-sol is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 405
API path: /models
Visible models: 405
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: /chat/completions
Quick test: model self-identification

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

Passed
Test evidence
Check: Quick test: model self-identification
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.6K
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: 26
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: 1.5K
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: 1.5K
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: 1.5K
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: 1.6K
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: 1.5K
Deep test: logic-grid reasoning

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

Passed
Test evidence
Check: Deep test: logic-grid reasoning
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.7K
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: 3.0K
品牌题:OpenAI 身份与安全边界 证据边界

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

Passed
Test evidence
Check: 品牌题:OpenAI 身份与安全边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 1.6K
深度品牌题:OpenAI 身份与安全边界

执行 品牌题,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: 深度品牌题:OpenAI 身份与安全边界
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因:品牌边界表达不清
Results: Passed 0 / Needs review 1 / Failed 0
Model-specific test: model-code anchoring

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

Passed
Test evidence
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: 1.6K
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: 1.5K
Deep model test: family-specific boundary

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

Passed
Test evidence
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: 1.7K
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: 19.2K
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: 22.1K
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: 42.8K
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: 65.0K
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: 128.6K
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: 255.7K
专项:800K 上下文能力实测

800K 长度样本未形成稳定结果,本次按边界样本记录。

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

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