Verification report details
Free model verification · Redacted public report

deepseek-v4-flash standard verification model-consistency report

Report ID MZZR2026070902571006BAA7Generated at 2026/07/09 10:57

Highly matched

deepseek-v4-flash standard verification result: Highly matched (100/100). All primary checks passed in this run.

100Consistency score

All primary checks passed in this run.

EvaluatorMozhenzhen
Tested modelDeepSeek V4 Flash
ProvidersInfistar
Samples106 probes
Duration1 min 50 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 usage227.5KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate1.7MPrecisely estimated from this test suite when no official baseline is available.Variance assessment87% 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 tokens13.5KCached tokens0Non-cached tokens13.5KAverage per run2.7K
Token usage recordReturnedCache fieldNot observedResultNeeds review
Cache share by testRepresents the API-reported cache share, not the final billing discount.
100%75%50%25%01次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%5times
Long-context test

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

5 samples
Verified up to 200K

400K 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 / 200K / 400KTests begin at the longest generated context and step down to verify stable, correct responses.
Current guidance

400K 档暂不作为当前线路的稳定上下文参考。

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 visibility15 / 15
No deductions
Protocol and response structure15 / 15
No deductions
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15 / 15
No deductions

Test details

Expand each check to view the redacted evidence notes.

18 checks
Model list visibility

deepseek-v4-flash is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 85
API path: /v1/models
Visible models: 85
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: 154
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: 46
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: 57
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: 130
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: 174
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: 150
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: 62
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: 120
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: 170
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: 134
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: 13.5K
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: 17.5K
Cached tokens: 16.4K
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: 34.8K
Cached tokens: 32.8K
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: 53.4K
专项:200K 上下文能力实测

200K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:200K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 106.8K
Cached tokens: 98.3K
专项:400K 上下文能力实测

400K 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:400K 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 400K
Needs review原因:接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

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deepseek-v4-flash standard verification model-consistency report

Report ID:MZZR2026070902571006BAA7Generated at2026/07/09 10:57
Model consistency score

Highly matched

deepseek-v4-flash standard verification result: Highly matched (100/100). All primary checks passed in this run.

EvaluatorMozhenzhen
Tested modelDeepSeek V4 Flash
ProvidersInfistar
Samples106
Duration2 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.

Measured token usage227.5KFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate1.7MPrecisely estimated from this test suite when no official baseline is available.Variance assessment87% 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 tokens13.5KCached tokens0Non-cached tokens13.5KAverage per run2.7K
Token usage recordReturnedCache fieldNot observedResultNeeds review
Cache share by testRepresents the API-reported cache share, not the final billing discount.
100%75%50%25%01次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%1times2次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%2times3次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%3times4次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%4times5次:缓存 Token 占比 0.0%,缓存 Token 0,观测 Token 2.7K0.0%5times
Long-context test

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

5 samples
Verified up to 200K

400K 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 / 200K / 400KTests begin at the longest generated context and step down to verify stable, correct responses.
Current guidance

400K 档暂不作为当前线路的稳定上下文参考。

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 visibility15 / 15
No deductions
Protocol and response structure15 / 15
No deductions
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15 / 15
No deductions

Test details

Expand each check to view the redacted evidence notes.

18 checks
Model list visibility

deepseek-v4-flash is visible in the API model list.

Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 85
API path: /v1/models
Visible models: 85
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: 154
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: 46
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: 57
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: 130
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: 174
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: 150
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: 62
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: 120
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: 170
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: 134
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: 13.5K
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: 17.5K
Cached tokens: 16.4K
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: 34.8K
Cached tokens: 32.8K
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: 53.4K
专项:200K 上下文能力实测

200K context sample returned reliably and is included as evidence for this run.

Passed
Test evidence
Check: 专项:200K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 200K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 106.8K
Cached tokens: 98.3K
专项:400K 上下文能力实测

400K 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:400K 上下文能力实测
Status: Needs review
Samples: 1
Test type: Text test
Specialty: Context test
Context tier: 400K
Needs review原因:接口服务异常
Results: Passed 0 / Needs review 1 / Failed 0

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