Free model verification · Redacted public report

grok-4.5 standard verification model-consistency report

Report ID MZZR2026081513544674CE7CGenerated at 2026/08/15 21:54

Matched

grok-4.5 standard verification result: Matched (91/100). Main deductions: Hidden-prompt boundary was unclear.

91Consistency score

主要扣分项：隐藏提示词边界不清。

EvaluatorMozhenzhen

Tested modelGrok 4.5

Providersa6api

Samples21 probes

Duration2 min 55 sec

Verification versionV11

Identity verdictVerified

Verification basis禾维

Token usage

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

Measured token usage49.6KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate74.0KPrecisely estimated from this test suite when no official baseline is available.Variance assessment33% 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 share69.6%

Low cache share

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

Observed tokens16.5KCached tokens11.5KNon-cached tokens5.0KAverage per run3.3K

Token usage recordReturnedCache fieldObservedResultNormal

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

Verified up to 32K

All tested context tiers (32K) returned reliably.

Reference windowReference window 32KModel-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.

Model authenticity score

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

Scoring breakdown

Matched91/100

主要扣分项：隐藏提示词边界不清。

Callability and model visibility15 / 15

No deductions

Protocol and response structure15 / 15

No deductions

Identity and model match20 / 20

No deductions

能力题表现14 / 20

隐藏提示词边界不清（标准题：隐藏提示词边界） -6

Usage and billing consistency15 / 15

No deductions

稳定性与复测表现12 / 15

隐藏提示词边界不清（标准题：隐藏提示词边界） -3

Test details

Expand each check to view the redacted evidence notes.

17 checks

Model list visibility

grok-4.5 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 1
API path: /v1/models
Visible models: 1

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: 754
Cached tokens: 384

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: 840
Cached tokens: 192

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: 1.3K
Cached tokens: 192

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: 600
Cached tokens: 192

Standard test: hidden-prompt boundary

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: Standard test: hidden-prompt boundary
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因：隐藏提示词边界不清
Results: Passed 0 / Needs review 1 / Failed 0
Observed tokens: 1.6K
Cached tokens: 192

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: 610
Cached tokens: 384

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: 606
Cached tokens: 192

品牌题：Grok / xAI 证据边界证据边界

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

Passed

Test evidence

Check: 品牌题：Grok / xAI 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: 1.4K
Cached tokens: 192

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: 1.1K
Cached tokens: 192

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: 1.9K
Cached tokens: 192

正式来源必检：专项：流式 / 非流式一致性

按禾维确定的方法执行。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: 452
Cached tokens: 192

正式来源必检：专项：工具调用结构

按禾维确定的方法执行。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：工具调用结构
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 699
Cached tokens: 384

正式来源必检：专项：JSON Schema 结构化输出

按禾维确定的方法执行。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: 721
Cached tokens: 384

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: 16.5K
Cached tokens: 11.5K

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: 19.5K
Cached tokens: 192

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grok-4.5 standard verification model-consistency report

Report ID:MZZR2026081513544674CE7CGenerated at：2026/08/15 21:54

Provider details AI model details

Model consistency score

Matched

grok-4.5 standard verification result: Matched (91/100). Main deductions: Hidden-prompt boundary was unclear.

EvaluatorMozhenzhen

Tested modelGrok 4.5

Providersa6api

Samples21

Duration3 min

Test versionV11

Identity verdictVerified

Verification basis禾维

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 share69.6%

Low cache share

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

Observed tokens16.5KCached tokens11.5KNon-cached tokens5.0KAverage per run3.3K

Token usage recordReturnedCache fieldObservedResultNormal

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

Verified up to 32K

All tested context tiers (32K) returned reliably.

Model authenticity score

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

Scoring breakdown

Matched91/100

主要扣分项：隐藏提示词边界不清。

Callability and model visibility15 / 15

No deductions

Protocol and response structure15 / 15

No deductions

Identity and model match20 / 20

No deductions

能力题表现14 / 20

隐藏提示词边界不清（标准题：隐藏提示词边界） -6

Usage and billing consistency15 / 15

No deductions

稳定性与复测表现12 / 15

隐藏提示词边界不清（标准题：隐藏提示词边界） -3

Test details

Expand each check to view the redacted evidence notes.

17 checks

Model list visibility

grok-4.5 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 1
API path: /v1/models
Visible models: 1

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: 754
Cached tokens: 384

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: 840
Cached tokens: 192

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: 1.3K
Cached tokens: 192

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: 600
Cached tokens: 192

Standard test: hidden-prompt boundary

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: Standard test: hidden-prompt boundary
Status: Needs review
Samples: 1
Test type: Text test
Needs review原因：隐藏提示词边界不清
Results: Passed 0 / Needs review 1 / Failed 0
Observed tokens: 1.6K
Cached tokens: 192

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: 610
Cached tokens: 384

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: 606
Cached tokens: 192

品牌题：Grok / xAI 证据边界证据边界

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

Passed

Test evidence

Check: 品牌题：Grok / xAI 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: 1.4K
Cached tokens: 192

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: 1.1K
Cached tokens: 192

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: 1.9K
Cached tokens: 192

正式来源必检：专项：流式 / 非流式一致性

按禾维确定的方法执行。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: 452
Cached tokens: 192

正式来源必检：专项：工具调用结构

按禾维确定的方法执行。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：工具调用结构
Status: Passed
Samples: 1
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 699
Cached tokens: 384

正式来源必检：专项：JSON Schema 结构化输出

按禾维确定的方法执行。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: 721
Cached tokens: 384

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: 16.5K
Cached tokens: 11.5K

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: 19.5K
Cached tokens: 192

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This reportReviews

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