Free model verification · Redacted public report

gemini-3.5-flash deep verification model-consistency report

Report ID MZZR202608050740028F0002Generated at 2026/08/05 15:40

Highly matched

gemini-3.5-flash deep verification result: Highly matched (100/100). All primary checks passed in this run.

100Consistency score

All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelGemini 3.5 Flash

Providers聚光AI

Samples135 probes

Duration56 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 usage26.0KFrom 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 assessment65% 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 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 tokens14.2KCached tokens0Non-cached tokens14.2KAverage per run2.8K

Token usage recordReturnedCache fieldNot observedResultNeeds review

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

Long-context test

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

1 samples

边界在 32K

32K Failed，原因：接口鉴权或权限异常。

Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths32KTests begin at the longest generated context and step down to verify stable, correct responses.

Current guidance

32K 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A newer report is availableThis report has been superseded by a later retest.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

Highly matched100/100

All primary checks passed in this run.

Callability and model visibility10 / 10

No deductions

Protocol and response structure12 / 12

No deductions

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 availability25 / 25

No deductions

Test details

Expand each check to view the redacted evidence notes.

22 checks

Model list visibility

gemini-3.5-flash is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 109
API path: /v1/models
Visible models: 109

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: 653

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: 168

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: 214

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: 444

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: 407

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: 602

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: 189

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: 2.6K

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: 416

品牌题：Gemini 工具和多模态边界证据边界

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

Passed

Test evidence

Check: 品牌题：Gemini 工具和多模态边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 566

深度品牌题：Gemini 工具和多模态边界

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

Passed

Test evidence

Check: 深度品牌题：Gemini 工具和多模态边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 2.1K

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: 607

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: 295

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: 1.1K

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: 14.2K

Specialty test: 32K context capability

32K 长度样本未形成稳定结果，本次按边界样本记录。

Failed

Test evidence

Check: Specialty test: 32K context capability
Status: Failed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 32K
Needs review原因：接口鉴权或权限异常
Results: Passed 0 / Needs review 0 / Failed 1

专项：Gemini generateContent 原生协议

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

Passed

Test evidence

Check: 专项：Gemini generateContent 原生协议
Status: Passed
Samples: 1
Specialty: 厂商原生接口检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 158

专项：流式 / 非流式一致性

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

Passed

Test evidence

Check: 专项：流式 / 非流式一致性
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 182

专项：工具调用结构

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

Passed

Test evidence

Check: 专项：工具调用结构
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 255

专项：JSON Schema 结构化输出

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

Passed

Test evidence

Check: 专项：JSON Schema 结构化输出
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 210

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gemini-3.5-flash deep verification model-consistency report

Report ID:MZZR202608050740028F0002Generated at：2026/08/05 15:40

Provider details AI model details

Model consistency score

Highly matched

gemini-3.5-flash deep verification result: Highly matched (100/100). All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelGemini 3.5 Flash

Providers聚光AI

Samples135

Duration56 sec

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.

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 tokens14.2KCached tokens0Non-cached tokens14.2KAverage per run2.8K

Token usage recordReturnedCache fieldNot observedResultNeeds review

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

Long-context test

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

1 samples

边界在 32K

32K Failed，原因：接口鉴权或权限异常。

Current guidance

32K 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

Highly matched100/100

All primary checks passed in this run.

Callability and model visibility10 / 10

No deductions

Protocol and response structure12 / 12

No deductions

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 availability25 / 25

No deductions

Test details

Expand each check to view the redacted evidence notes.

22 checks

Model list visibility

gemini-3.5-flash is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 109
API path: /v1/models
Visible models: 109

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: 653

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: 168

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: 214

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: 444

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: 407

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: 602

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: 189

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: 2.6K

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: 416

品牌题：Gemini 工具和多模态边界证据边界

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

Passed

Test evidence

Check: 品牌题：Gemini 工具和多模态边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 566

深度品牌题：Gemini 工具和多模态边界

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

Passed

Test evidence

Check: 深度品牌题：Gemini 工具和多模态边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 2.1K

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: 607

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: 295

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: 1.1K

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: 14.2K

Specialty test: 32K context capability

32K 长度样本未形成稳定结果，本次按边界样本记录。

Failed

Test evidence

Check: Specialty test: 32K context capability
Status: Failed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 32K
Needs review原因：接口鉴权或权限异常
Results: Passed 0 / Needs review 0 / Failed 1

专项：Gemini generateContent 原生协议

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

Passed

Test evidence

Check: 专项：Gemini generateContent 原生协议
Status: Passed
Samples: 1
Specialty: 厂商原生接口检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 158

专项：流式 / 非流式一致性

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

Passed

Test evidence

Check: 专项：流式 / 非流式一致性
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 182

专项：工具调用结构

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

Passed

Test evidence

Check: 专项：工具调用结构
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 255

专项：JSON Schema 结构化输出

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

Passed

Test evidence

Check: 专项：JSON Schema 结构化输出
Status: Passed
Samples: 1
Specialty: 流式、工具与结构化输出检测
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 210

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Comments and feedback on this report

Rating

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