Free model verification · Redacted public report

deepseek-v4-flash deep verification model-consistency report

Report ID MZZR2026081504344403962DGenerated at 2026/08/15 12:34

Matched

deepseek-v4-flash deep verification result: Matched (86/100). Main deductions: Quota or rate limit reached; Failed evidence items were found.

86Consistency score

主要扣分项：额度或频率限制；存在Failed证据项。

EvaluatorMozhenzhen

Tested modelDeepSeek V4 Flash

Providerssensenova.cn

Samples10 probes

Duration9 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 usage488From 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 assessment100% 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.

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：额度或频率限制。

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A newer report is availableThis report has been superseded by a later retest.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

Matched86/100

主要扣分项：额度或频率限制；存在Failed证据项。

Callability and model visibility6 / 10

额度或频率限制（标准题：JSON 结构） -4

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 availability15 / 25

额度或频率限制（标准题：JSON 结构） -8存在Failed证据项 -2

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: 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: 363

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: 47

Standard test: JSON structure

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。

Failed

Test evidence

Check: Standard test: JSON structure
Status: Failed
Samples: 1
Test type: Text test
Needs review原因：额度或频率限制
Results: Passed 0 / Needs review 0 / Failed 1

Standard test: tag-structure repetition

执行通用题，用于形成模真真验真证据，评分维度：protocol。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: tag-structure repetition
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: hidden-prompt boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Standard test: brand boundary

执行通用题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: brand boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Standard test: usage observability

执行通用题，用于形成模真真验真证据，评分维度：usage。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: usage observability
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep test: logic-grid reasoning

执行通用题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep test: logic-grid reasoning
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep test: retest consistency

执行通用题，用于形成模真真验真证据，评分维度：stability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep test: retest consistency
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

品牌题：DeepSeek 推理证据边界证据边界

执行品牌题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 品牌题：DeepSeek 推理证据边界 证据边界
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

深度品牌题：DeepSeek 推理证据边界

执行品牌题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 深度品牌题：DeepSeek 推理证据边界
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Model-specific test: model-code anchoring

执行模型级题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Model-specific test: model-code anchoring
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Model-family test: series and tier identification

执行模型级题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Model-family test: series and tier identification
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep model test: family-specific boundary

执行模型级题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep model test: family-specific boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 正式来源必检：专项：Token缓存消耗 5 轮
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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：额度或频率限制
Results: Passed 0 / Needs review 0 / Failed 1

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deepseek-v4-flash deep verification model-consistency report

Report ID:MZZR2026081504344403962DGenerated at：2026/08/15 12:34

Provider details AI model details

Model consistency score

Matched

deepseek-v4-flash deep verification result: Matched (86/100). Main deductions: Quota or rate limit reached; Failed evidence items were found.

EvaluatorMozhenzhen

Tested modelDeepSeek V4 Flash

Providerssensenova.cn

Samples10

Duration9 sec

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.

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：额度或频率限制。

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

Matched86/100

主要扣分项：额度或频率限制；存在Failed证据项。

Callability and model visibility6 / 10

额度或频率限制（标准题：JSON 结构） -4

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 availability15 / 25

额度或频率限制（标准题：JSON 结构） -8存在Failed证据项 -2

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: 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: 363

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: 47

Standard test: JSON structure

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。

Failed

Test evidence

Check: Standard test: JSON structure
Status: Failed
Samples: 1
Test type: Text test
Needs review原因：额度或频率限制
Results: Passed 0 / Needs review 0 / Failed 1

Standard test: tag-structure repetition

执行通用题，用于形成模真真验真证据，评分维度：protocol。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: tag-structure repetition
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: hidden-prompt boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Standard test: brand boundary

执行通用题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: brand boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Standard test: usage observability

执行通用题，用于形成模真真验真证据，评分维度：usage。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Standard test: usage observability
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep test: logic-grid reasoning

执行通用题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep test: logic-grid reasoning
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep test: retest consistency

执行通用题，用于形成模真真验真证据，评分维度：stability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep test: retest consistency
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

品牌题：DeepSeek 推理证据边界证据边界

执行品牌题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 品牌题：DeepSeek 推理证据边界 证据边界
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

深度品牌题：DeepSeek 推理证据边界

执行品牌题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 深度品牌题：DeepSeek 推理证据边界
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Model-specific test: model-code anchoring

执行模型级题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Model-specific test: model-code anchoring
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Model-family test: series and tier identification

执行模型级题，用于形成模真真验真证据，评分维度：identity。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Model-family test: series and tier identification
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

Deep model test: family-specific boundary

执行模型级题，用于形成模真真验真证据，评分维度：ability。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: Deep model test: family-specific boundary
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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。前序检测已确认额度或频率限制，为避免继续制造无效请求，本项已跳过。

Skipped

Test evidence

Check: 正式来源必检：专项：Token缓存消耗 5 轮
Status: Skipped
Samples: 0
Test type: Text test
Needs review原因：额度或频率限制
跳过原因：service_failure_circuit_breaker

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：额度或频率限制
Results: Passed 0 / Needs review 0 / Failed 1

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