deepseek-ai/deepseek-v4-pro deep verification model-consistency report
Report ID MZZR20260719115443A3C85AGenerated at 2026/07/19 19:54
Highly matched
deepseek-ai/deepseek-v4-pro deep 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 Pro
Providersltzy.top
Samples80 probes
Duration13 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 usage223.6KFrom 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.
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.
5 samples
Verified up to 200K
400K Failed，原因：400K 长度样本未形成稳定结果，本次按边界样本记录。
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 visibility10 / 10
No deductions
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 availability25 / 25
No deductions
Test details
Expand each check to view the redacted evidence notes.
22 checks
Model list visibility
deepseek-ai/deepseek-v4-pro is visible in the API model list.
Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 54
API path: /models
Visible models: 54
Basic call probe
The basic API call succeeded and returned a recognizable response.
deepseek-ai/deepseek-v4-pro deep verification result: Highly matched (100/100). All primary checks passed in this run.
EvaluatorMozhenzhen
Tested modelDeepSeek V4 Pro
Providersltzy.top
Samples80
Duration14 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 usage223.6KFrom 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.
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.
5 samples
Verified up to 200K
400K Failed，原因：400K 长度样本未形成稳定结果，本次按边界样本记录。
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 visibility10 / 10
No deductions
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 availability25 / 25
No deductions
Test details
Expand each check to view the redacted evidence notes.
22 checks
Model list visibility
deepseek-ai/deepseek-v4-pro is visible in the API model list.
Passed
Test evidence
Check: Model list visibility
Status: Passed
Samples: 54
API path: /models
Visible models: 54
Basic call probe
The basic API call succeeded and returned a recognizable response.
