Free model verification · Redacted public report

gpt-5.6-sol deep verification model-consistency report

Report ID MZZR202608271852331E1BC7Generated at 2026/08/28 02:52

Matched

gpt-5.6-sol deep verification result: Matched (90/100). Main deductions: Protocol structure was unstable.

90Consistency score

主要扣分项：协议结构不稳定。

EvaluatorMozhenzhen

Tested modelGPT-5.6 Sol

ProvidersAPI VibeCoding

Samples34 probes

Duration1 min 16 sec

Verification versionV11

Identity verdictVerified

Verification basisCPA 官方产品源

Token usage

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

Measured token usage27.7KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate54.6KPrecisely estimated from this test suite when no official baseline is available.Variance assessment49% belowMeasured token usage is below the estimate, possibly due to tokenizer, compression, or usage-reporting differences.Usage conclusionBelow 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 share56.7%

Low cache share

Cached tokens were observed, but the share is low. Review API parameters, context reuse, and billing methodology.

Observed tokens14.9KCached tokens8.4KNon-cached tokens6.4KAverage per run3.0K

Token usage recordReturnedCache fieldObservedResultNormal

Cache share by testRepresents the API-reported cache share, not the final billing discount.

A newer report is availableThis report has been superseded by a later retest.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

Matched90/100

主要扣分项：协议结构不稳定。

Callability and model visibility10 / 10

No deductions

Protocol and response structure5 / 12

协议结构不稳定（正式来源必检：专项：工具调用结构） -7

Identity and model match18 / 18

No deductions

Core capabilities and model-specific tests25 / 25

No deductions

Usage and billing consistency10 / 10

No deductions

Reliability and availability22 / 25

协议结构不稳定（正式来源必检：专项：工具调用结构） -3

Test details

Expand each check to view the redacted evidence notes.

21 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: 9
API path: /v1/models
Visible models: 9

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

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: 462

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: 322

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: 350

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: 388

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: 366

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: 375

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: 348

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: 556

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: 698

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: 376

深度品牌题：OpenAI 身份与安全边界

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

Passed

Test evidence

Check: 深度品牌题：OpenAI 身份与安全边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 731

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: 424

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: 397

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: 474

正式来源必检：专项：OpenAI Responses 原生协议

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：OpenAI Responses 原生协议
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 5.4K

正式来源必检：专项：流式 / 非流式一致性

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：流式 / 非流式一致性
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 324

正式来源必检：专项：工具调用结构

按CPA 官方产品源确定的方法执行。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: 正式来源必检：专项：工具调用结构
Status: Needs review
Samples: 1
Needs review原因：协议结构不稳定
Results: Passed 0 / Needs review 1 / Failed 0

正式来源必检：专项：JSON Schema 结构化输出

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：JSON Schema 结构化输出
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 415

Specialty test: token cache usage over 5 rounds

Specialty test used as Mozhenzhen verification evidence. All samples passed.

Passed

Test evidence

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: 14.9K
Cached tokens: 8.4K

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gpt-5.6-sol deep verification model-consistency report

Report ID:MZZR202608271852331E1BC7Generated at：2026/08/28 02:52

Provider details AI model details

Model consistency score

Matched

gpt-5.6-sol deep verification result: Matched (90/100). Main deductions: Protocol structure was unstable.

EvaluatorMozhenzhen

Tested modelGPT-5.6 Sol

ProvidersAPI VibeCoding

Samples34

Duration1 min

Test versionV11

Identity verdictVerified

Verification basisCPA 官方产品源

Token usage

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

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 share56.7%

Low cache share

Cached tokens were observed, but the share is low. Review API parameters, context reuse, and billing methodology.

Observed tokens14.9KCached tokens8.4KNon-cached tokens6.4KAverage per run3.0K

Token usage recordReturnedCache fieldObservedResultNormal

Cache share by testRepresents the API-reported cache share, not the final billing discount.

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

Matched90/100

主要扣分项：协议结构不稳定。

Callability and model visibility10 / 10

No deductions

Protocol and response structure5 / 12

协议结构不稳定（正式来源必检：专项：工具调用结构） -7

Identity and model match18 / 18

No deductions

Core capabilities and model-specific tests25 / 25

No deductions

Usage and billing consistency10 / 10

No deductions

Reliability and availability22 / 25

协议结构不稳定（正式来源必检：专项：工具调用结构） -3

Test details

Expand each check to view the redacted evidence notes.

21 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: 9
API path: /v1/models
Visible models: 9

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

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: 462

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: 322

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: 350

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: 388

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: 366

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: 375

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: 348

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: 556

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: 698

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: 376

深度品牌题：OpenAI 身份与安全边界

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

Passed

Test evidence

Check: 深度品牌题：OpenAI 身份与安全边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 731

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: 424

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: 397

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: 474

正式来源必检：专项：OpenAI Responses 原生协议

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：OpenAI Responses 原生协议
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 5.4K

正式来源必检：专项：流式 / 非流式一致性

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：流式 / 非流式一致性
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 324

正式来源必检：专项：工具调用结构

按CPA 官方产品源确定的方法执行。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: 正式来源必检：专项：工具调用结构
Status: Needs review
Samples: 1
Needs review原因：协议结构不稳定
Results: Passed 0 / Needs review 1 / Failed 0

正式来源必检：专项：JSON Schema 结构化输出

按CPA 官方产品源确定的方法执行。执行专项题，用于形成模真真验真证据。全部样本Passed。

Passed

Test evidence

Check: 正式来源必检：专项：JSON Schema 结构化输出
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 415

Specialty test: token cache usage over 5 rounds

Specialty test used as Mozhenzhen verification evidence. All samples passed.

Passed

Test evidence

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: 14.9K
Cached tokens: 8.4K

Latest user reviews

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Comments and feedback on this report

Rating

5 points

This reportReviews

Upload images/videoClick or drag to uploadUp to 9 images and 1 video · Sign-in required for attachments