Free model verification · Redacted public report

gpt-5.4 quick verification model-consistency report

Report ID MZZR202607080244294BBA28Generated at 2026/07/08 10:44

Highly matched

gpt-5.4 quick verification result: Highly matched (100/100). All primary checks passed in this run.

100Consistency score

All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelGPT-5.4

ProvidersInfistar

Samples16 probes

Duration2 min 36 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 usage144.5KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate73.3KPrecisely estimated from this test suite when no official baseline is available.Variance assessment97% 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 share94.6%

缓存字段表现稳定

多次测试均返回缓存 Token，说明这条链路的长对话用量记录有参考价值。

Observed tokens14.9KCached tokens14.1KNon-cached tokens805Average per run3.0K

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.

4 samples

Verified up to 100K

200K 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 / 200KTests begin at the longest generated context and step down to verify stable, correct responses.

Current guidance

200K 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A newer report is availableThis report has been superseded by a later retest.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.

接口与模型可见30 / 30

No deductions

基础调用与协议25 / 25

No deductions

模型身份红旗25 / 25

No deductions

基础稳定性20 / 20

No deductions

Test details

Expand each check to view the redacted evidence notes.

8 checks

Model list visibility

gpt-5.4 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 5
API path: /v1/models
Visible models: 5

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: 413

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: 14.1K

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: 21.4K

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: 42.4K

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: 65.1K

专项：200K 上下文能力实测

200K 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：200K 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Needs review原因：接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

Report comments

No public reviews

Be the first to leave a review.

Post an anonymous comment

Rating

5 points

This reportReviews

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

AI service research and model verification report

Scan to view reportOpen full report

Free model verification · Supports all text models

gpt-5.4 quick verification model-consistency report

Report ID:MZZR202607080244294BBA28Generated at：2026/07/08 10:44

Provider details AI model details

Model consistency score

Highly matched

gpt-5.4 quick verification result: Highly matched (100/100). All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelGPT-5.4

ProvidersInfistar

Samples16

Duration3 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.

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 share94.6%

缓存字段表现稳定

多次测试均返回缓存 Token，说明这条链路的长对话用量记录有参考价值。

Observed tokens14.9KCached tokens14.1KNon-cached tokens805Average per run3.0K

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.

4 samples

Verified up to 100K

200K 需要关注，原因：接口服务异常。

Current guidance

200K 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.

接口与模型可见30 / 30

No deductions

基础调用与协议25 / 25

No deductions

模型身份红旗25 / 25

No deductions

基础稳定性20 / 20

No deductions

Test details

Expand each check to view the redacted evidence notes.

8 checks

Model list visibility

gpt-5.4 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 5
API path: /v1/models
Visible models: 5

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: 413

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: 14.1K

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: 21.4K

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: 42.4K

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: 65.1K

专项：200K 上下文能力实测

200K 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：200K 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Needs review原因：接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

Latest user reviews

No public reviews

Be the first to leave a review.

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