A newer report is availableThis report has been superseded by a later retest. View the latest report。
UndeterminedBelow decision threshold
Identity could not be determined this time
行为特征与已收录的官方型号均不够接近，本次无法判定。
Brand consistency55/100
Model match score (deepseek-v4.1-flash)39/100
Checks11/16 Passed
- Providers
- niahub.cn
- Claimed model
- deepseek-v4.1-flash
- Plan
- Full check
- Reference
- 101 official models
- Requests
- 12
- Duration
- 1 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BInvalidIndependent sample C采样 CValidReference101 official models · 2/3 Valid
Answer by answer2 answers: 1 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
These answers are not close to any official model on file. The percentages below only rank them against each other and do not mean the answers resemble any of these models.
- deepseek-v4.1-flashClaimed model39%
- deepseek-v4-pro16%
- qwen3-max7%
- qwen3.5-plus6%
- qwen3.7-plus6%
02Test details
16 items · 11 passed · 5 notes · 0 failed| No. | Check | Result | Methodology |
|---|---|---|---|
| Connectivity & auth | |||
| A-01 | Endpoint reachable | Passed | The endpoint responds normally |
| A-02 | Key authentication | Passed | API key is valid and allowed to make calls |
| A-03 | Model on sale | Passed | The model list includes deepseek-v4.1-flash |
| API conformance | |||
| B-01 | Basic call | Passed | Returns the expected content as instructed |
| B-02 | Response structure | Meets the spec | All OpenAI-compatible fields are present |
| B-03 | Model ID echoed back | Match | The model ID in the response matches the request |
| B-04 | Usage record | Complete and consistent | Input, output and total are all present, and the total equals the sum |
| B-05 | Output cleanliness | Nothing added | No inserted ads, watermarks or extra notes found |
| Identity check | |||
| C-01 | Independent sampling | 2 / 3 valid | Some samples could not be used for comparison |
| C-02 | Brand consistency | Pending review | Brand match score 55; below the decision threshold |
| C-03 | Model consistency | Undetermined | Model match score 39; below the decision threshold |
| C-04 | Cross-brand swap check | Cannot be identified | Not close to any official model on file, so the substitute's vendor cannot be told |
| Billing & capabilities | |||
| D-01 | Cache billing | Not completed | 接口没有返回结果，本项未完成。 |
| D-02 | Context length | 128K passed | 32K / 128K: every tier was read in full. |
| D-03 | Streaming output | Normal | Streamed content is complete |
| D-04 | Tool use | Supported | Returns the correct function name and arguments |
| D-05 | Structured output | Did not follow the schema | The response did not follow the required JSON schema |
接口没有返回结果，本项未完成。
Tested:1 times
Context length check
Long documents are sent tier by tier to check whether the whole document is read.
Verified up to 128K
32K / 128K: every tier was read in full.
Reference windowVerified up to 128KThe model center has no reference context window for this model yet.Tested context lengths32K / 128KTested from short to long, stopping at the first failure.
- 32KRead in full · 27.8K received
- 128KRead in full · 121.9K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage165.1KThe actual usage reported by the API; this page goes by it.Estimated usage157.4K-272.3KEstimated from this test's requests.DeviationWithin the estimateThe reported usage is within the estimated range.Usage checkMatches the estimateFigures are as reported by the API; your bill is authoritative.
Method: independent samples from the tested endpoint are compared against reference samples collected from official channels; billing, context and capability items come from real calls. API keys, request bodies and raw model output are not stored.
This report reflects the endpoint at the time of testing.
Post an anonymous comment
Before you buy AI, check MozhenzhenScan to view reportOpen full report
Mozhenzhen verification report · Measured with real calls
deepseek-v4.1-flash verification report
A newer report is availableThis report has been superseded by a later retest. View the latest report。
UndeterminedBelow decision threshold
Identity could not be determined this time
行为特征与已收录的官方型号均不够接近，本次无法判定。
Brand consistency55/100
Model match score (deepseek-v4.1-flash)39/100
Checks11/16 Passed
- Providers
- niahub.cn
- Claimed model
- deepseek-v4.1-flash
- Plan
- Full check
- Reference
- 101 official models
- Requests
- 12
- Duration
- 1 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BInvalidIndependent sample C采样 CValidReference101 official models · 2/3 Valid
Answer by answer2 answers: 1 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
These answers are not close to any official model on file. The percentages below only rank them against each other and do not mean the answers resemble any of these models.
- deepseek-v4.1-flashClaimed model39%
- deepseek-v4-pro16%
- qwen3-max7%
- qwen3.5-plus6%
- qwen3.7-plus6%
02Test details
16 items · 11 passed · 5 notes · 0 failed| No. | Check | Result | Methodology |
|---|---|---|---|
| Connectivity & auth | |||
| A-01 | Endpoint reachable | Passed | The endpoint responds normally |
| A-02 | Key authentication | Passed | API key is valid and allowed to make calls |
| A-03 | Model on sale | Passed | The model list includes deepseek-v4.1-flash |
| API conformance | |||
| B-01 | Basic call | Passed | Returns the expected content as instructed |
| B-02 | Response structure | Meets the spec | All OpenAI-compatible fields are present |
| B-03 | Model ID echoed back | Match | The model ID in the response matches the request |
| B-04 | Usage record | Complete and consistent | Input, output and total are all present, and the total equals the sum |
| B-05 | Output cleanliness | Nothing added | No inserted ads, watermarks or extra notes found |
| Identity check | |||
| C-01 | Independent sampling | 2 / 3 valid | Some samples could not be used for comparison |
| C-02 | Brand consistency | Pending review | Brand match score 55; below the decision threshold |
| C-03 | Model consistency | Undetermined | Model match score 39; below the decision threshold |
| C-04 | Cross-brand swap check | Cannot be identified | Not close to any official model on file, so the substitute's vendor cannot be told |
| Billing & capabilities | |||
| D-01 | Cache billing | Not completed | 接口没有返回结果，本项未完成。 |
| D-02 | Context length | 128K passed | 32K / 128K: every tier was read in full. |
| D-03 | Streaming output | Normal | Streamed content is complete |
| D-04 | Tool use | Supported | Returns the correct function name and arguments |
| D-05 | Structured output | Did not follow the schema | The response did not follow the required JSON schema |
接口没有返回结果，本项未完成。
Tested:1 times
Context length check
Long documents are sent tier by tier to check whether the whole document is read.
Verified up to 128K
32K / 128K: every tier was read in full.
Reference windowVerified up to 128KThe model center has no reference context window for this model yet.Tested context lengths32K / 128KTested from short to long, stopping at the first failure.
- 32KRead in full · 27.8K received
- 128KRead in full · 121.9K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage165.1KThe actual usage reported by the API; this page goes by it.Estimated usage157.4K-272.3KEstimated from this test's requests.DeviationWithin the estimateThe reported usage is within the estimated range.Usage checkMatches the estimateFigures are as reported by the API; your bill is authoritative.
Method: independent samples from the tested endpoint are compared against reference samples collected from official channels; billing, context and capability items come from real calls. API keys, request bodies and raw model output are not stored.
This report reflects the endpoint at the time of testing.