Identity confirmedModel verified
Confirmed as the official deepseek-v4.1-flash
Behavior matches the official deepseek-v4.1-flash.
Brand consistency99/100
Model match score (deepseek-v4.1-flash)99/100
Checks14/17 Passed
- Relay · group
- kakouai.com · 国模 标准版（已支持DeepSeek-1017、GLM 高速连接） 官方 2 折
- Claimed model
- deepseek-v4.1-flash
- Plan
- Full check
- Reference
- 108 official models
- Requests
- 20
- Duration
- 3 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidIndependent sample D采样 DValidIndependent sample E采样 EValidIndependent sample F采样 FValidReference108 official models · 6/6 Valid
Answer by answer6 answers: 5 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4.1-flashClaimed model99%
- qwen3.7-max<1%
- claude-opus-4-5<1%
- qwen3.7-plus<1%
- grok-4-1-fast-non-reasoning<1%
02Test details
17 items · 14 passed · 3 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 | 6 / 6 valid | 首轮未能判定，已追加一轮；独立采样均可用于比对 |
| C-02 | Brand consistency | Match | Behavior belongs to the DeepSeek family; brand match score 99 |
| C-03 | Model consistency | Match | 与官方 deepseek-v4.1-flash 吻合，型号一致度 99 |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 5% |
| Billing & capabilities | |||
| D-01 | Cache billing | Partly works | On average 49% of repeated requests were billed at the cache price; the rest at the regular price. |
| D-02 | Context length | 400K passed | Read in full up to 400K; 1M failed: The endpoint returned no result. |
| 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 |
Cache billing check
The same long content was sent 5 times: the 1st is billed at the regular price, and from the 2nd on the repeated part should be billed at the cache price.
Cache billing ratio49.1%
Partly works
On average 49% of repeated requests were billed at the cache price; the rest at the regular price.
Usage this run47.0KCached tokens20.5KNon-cached tokens26.5KAverage per run9.4K
Usage reportedReportedCache billingHappenedResultPartly works
Cache share by testThis is only the cache share the endpoint reported; the real discount is on the bill
Context length check
Long documents are sent tier by tier to check whether the whole document is read.
Verified up to 400K
Read in full up to 400K; 1M failed: The endpoint returned no result.
Reference windowVerified up to 400KThe model center has no reference context window for this model yet.Tested context lengths32K / 128K / 400K / 1MTested from short to long, stopping at the first failure.
- 32KRead in full · 27.8K received
- 128KRead in full · 122.0K received
- 400KRead in full · 376.5K received
- 1MThe endpoint returned no result
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage585.4KThe actual usage reported by the API; this page goes by it.Estimated usage1.3M-1.8MEstimated from this test's requests.Deviation54% belowThe reported usage is below the estimate, possibly because of how tokens are counted or compressed.Usage checkBelow 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.
Reviews
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Mozhenzhen verification report · Measured with real calls
deepseek-v4.1-flash verification report
Identity confirmedModel verified
Confirmed as the official deepseek-v4.1-flash
Behavior matches the official deepseek-v4.1-flash.
Brand consistency99/100
Model match score (deepseek-v4.1-flash)99/100
Checks14/17 Passed
- Relay · group
- kakouai.com · 国模 标准版（已支持DeepSeek-1017、GLM 高速连接） 官方 2 折
- Claimed model
- deepseek-v4.1-flash
- Plan
- Full check
- Reference
- 108 official models
- Requests
- 20
- Duration
- 3 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidIndependent sample D采样 DValidIndependent sample E采样 EValidIndependent sample F采样 FValidReference108 official models · 6/6 Valid
Answer by answer6 answers: 5 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4.1-flashClaimed model99%
- qwen3.7-max<1%
- claude-opus-4-5<1%
- qwen3.7-plus<1%
- grok-4-1-fast-non-reasoning<1%
02Test details
17 items · 14 passed · 3 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 | 6 / 6 valid | 首轮未能判定，已追加一轮；独立采样均可用于比对 |
| C-02 | Brand consistency | Match | Behavior belongs to the DeepSeek family; brand match score 99 |
| C-03 | Model consistency | Match | 与官方 deepseek-v4.1-flash 吻合，型号一致度 99 |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 5% |
| Billing & capabilities | |||
| D-01 | Cache billing | Partly works | On average 49% of repeated requests were billed at the cache price; the rest at the regular price. |
| D-02 | Context length | 400K passed | Read in full up to 400K; 1M failed: The endpoint returned no result. |
| 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 |
Cache billing check
The same long content was sent 5 times: the 1st is billed at the regular price, and from the 2nd on the repeated part should be billed at the cache price.
Cache billing ratio49.1%
Partly works
On average 49% of repeated requests were billed at the cache price; the rest at the regular price.
Usage this run47.0KCached tokens20.5KNon-cached tokens26.5KAverage per run9.4K
Usage reportedReportedCache billingHappenedResultPartly works
Cache share by testThis is only the cache share the endpoint reported; the real discount is on the bill
Context length check
Long documents are sent tier by tier to check whether the whole document is read.
Verified up to 400K
Read in full up to 400K; 1M failed: The endpoint returned no result.
Reference windowVerified up to 400KThe model center has no reference context window for this model yet.Tested context lengths32K / 128K / 400K / 1MTested from short to long, stopping at the first failure.
- 32KRead in full · 27.8K received
- 128KRead in full · 122.0K received
- 400KRead in full · 376.5K received
- 1MThe endpoint returned no result
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage585.4KThe actual usage reported by the API; this page goes by it.Estimated usage1.3M-1.8MEstimated from this test's requests.Deviation54% belowThe reported usage is below the estimate, possibly because of how tokens are counted or compressed.Usage checkBelow 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.
Reviews
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