Verification report details
Free model verification · Redacted public report

DeepSeek-V4-Flash-0731 standard verification model-consistency report

Report ID MZZR2026081203561935E794Generated at 2026/08/12 11:56

Matched

DeepSeek-V4-Flash-0731 standard verification result: Matched (86/100). Main deductions: Upstream response timed out; Failed evidence items were found.

86Consistency score

主要扣分项:上游响应超时;存在Failed证据项。

EvaluatorMozhenzhen
Tested modelDeepSeek V4 Flash
Providers301 Moved Permanently
Samples19 probes
Duration2 min 53 sec
Verification versionV11
Identity verdictVerified
Verification basisOken

Token usage

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

Measured token usage66.2KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate56.2KPrecisely estimated from this test suite when no official baseline is available.Variance assessment18% aboveMeasured token usage is above the estimate; review billing or provider logs.Usage conclusionAbove estimateThis reflects usage observability, not the final billed amount.

Model authenticity score

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

Scoring breakdown

Matched86/100

主要扣分项:上游响应超时;存在Failed证据项。

Callability and model visibility15 / 15
No deductions
Protocol and response structure11 / 15
上游响应超时(正式来源必检:专项:Token缓存消耗 5 轮) -4
Identity and model match20 / 20
No deductions
能力题表现20 / 20
No deductions
Usage and billing consistency15 / 15
No deductions
稳定性与复测表现5 / 15
上游响应超时(正式来源必检:专项:Token缓存消耗 5 轮) -8存在Failed证据项 -2

Test details

Expand each check to view the redacted evidence notes.

13 checks
Model list visibility

DeepSeek-V4-Flash-0731 is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 5
API path: /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: /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: 5.0K
Cached tokens: 4.3K
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: 4.6K
Cached tokens: 4.0K
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: 4.6K
Cached tokens: 3.9K
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: 4.7K
Cached tokens: 4.4K
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: 4.6K
Cached tokens: 4.3K
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: 4.7K
Cached tokens: 4.2K
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: 4.6K
Cached tokens: 4.1K
品牌题:DeepSeek 推理证据边界 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:DeepSeek 推理证据边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 4.7K
Cached tokens: 4.0K
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: 4.7K
Cached tokens: 4.2K
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: 4.7K
Cached tokens: 4.2K
正式来源必检:专项:Token缓存消耗 5 轮

按Oken确定的方法执行。执行 专项题,用于形成模真真验真证据。 检测过程中确认服务类故障,剩余样本和后续检测项已熔断跳过。

Failed
Test evidence
Check: 正式来源必检:专项:Token缓存消耗 5 轮
Status: Failed
Samples: 3
Test type: Text test
Results: Passed 2 / Needs review 0 / Failed 1
Observed tokens: 14.5K
Cached tokens: 12.9K

Report comments

No public reviews

Be the first to leave a review.

Post an anonymous comment

Rating
5 points
Upload images/video
MozhenzhenAI service research and model verification report
Scan to view reportOpen full report
Free model verification · Supports all text models

DeepSeek-V4-Flash-0731 standard verification model-consistency report

Report ID:MZZR2026081203561935E794Generated at2026/08/12 11:56
Model consistency score

Matched

DeepSeek-V4-Flash-0731 standard verification result: Matched (86/100). Main deductions: Upstream response timed out; Failed evidence items were found.

EvaluatorMozhenzhen
Tested modelDeepSeek V4 Flash
Providers301 Moved Permanently
Samples19
Duration3 min
Test versionV11
Identity verdictVerified
Verification basisOken

Token usage

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

Measured token usage66.2KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate56.2KPrecisely estimated from this test suite when no official baseline is available.Variance assessment18% aboveMeasured token usage is above the estimate; review billing or provider logs.Usage conclusionAbove estimateThis reflects usage observability, not the final billed amount.

Model authenticity score

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

Scoring breakdown

Matched86/100

主要扣分项:上游响应超时;存在Failed证据项。

Callability and model visibility15 / 15
No deductions
Protocol and response structure11 / 15
上游响应超时(正式来源必检:专项:Token缓存消耗 5 轮) -4
Identity and model match20 / 20
No deductions
能力题表现20 / 20
No deductions
Usage and billing consistency15 / 15
No deductions
稳定性与复测表现5 / 15
上游响应超时(正式来源必检:专项:Token缓存消耗 5 轮) -8存在Failed证据项 -2

Test details

Expand each check to view the redacted evidence notes.

13 checks
Model list visibility

DeepSeek-V4-Flash-0731 is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 5
API path: /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: /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: 5.0K
Cached tokens: 4.3K
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: 4.6K
Cached tokens: 4.0K
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: 4.6K
Cached tokens: 3.9K
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: 4.7K
Cached tokens: 4.4K
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: 4.6K
Cached tokens: 4.3K
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: 4.7K
Cached tokens: 4.2K
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: 4.6K
Cached tokens: 4.1K
品牌题:DeepSeek 推理证据边界 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:DeepSeek 推理证据边界 证据边界
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 4.7K
Cached tokens: 4.0K
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: 4.7K
Cached tokens: 4.2K
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: 4.7K
Cached tokens: 4.2K
正式来源必检:专项:Token缓存消耗 5 轮

按Oken确定的方法执行。执行 专项题,用于形成模真真验真证据。 检测过程中确认服务类故障,剩余样本和后续检测项已熔断跳过。

Failed
Test evidence
Check: 正式来源必检:专项:Token缓存消耗 5 轮
Status: Failed
Samples: 3
Test type: Text test
Results: Passed 2 / Needs review 0 / Failed 1
Observed tokens: 14.5K
Cached tokens: 12.9K

Latest user reviews

No public reviews

Be the first to leave a review.

Comments and feedback on this report

Rating
5 points
Upload images/video