Identity confirmedModel verified
Confirmed as the official deepseek-v4-pro
Behavior matches the official deepseek-v4-pro.
Brand consistency100/100
Model match score (deepseek-v4-pro)100/100
Checks17/17 Passed
- Providers
- TokenDos
- Claimed model
- deepseek-v4-pro
- Plan
- Full check
- Reference
- 103 official models
- Requests
- 15
- Duration
- 1 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidReference103 official models · 3/3 Valid
Answer by answer3 answers: 2 match deepseek-v4-pro；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4-proClaimed model>99%
- gpt-5.6-luna<1%
- deepseek-v4.1-flash<1%
- claude-sonnet-5-5<1%
- mimo-v2.6-pro<1%
02Test details
17 items · 17 passed · 0 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-pro |
| 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 | 3 / 3 valid | All independent samples can be used for comparison |
| C-02 | Brand consistency | Match | Behavior belongs to the DeepSeek family; brand match score 100 |
| C-03 | Model consistency | Match | 与官方 deepseek-v4-pro 吻合，型号一致度 100 |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 1% |
| Billing & capabilities | |||
| D-01 | Cache billing | Cache billing works | On average 95% of repeated requests were billed at the cache price. |
| 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 | Supported | Returned in the required JSON structure |
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 ratio95.2%
Cache billing works
On average 95% of repeated requests were billed at the cache price.
Usage this run26.9KCached tokens20.5KNon-cached tokens6.4KAverage per run5.4K
Usage reportedReportedCache billingHappenedResultCache billing 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 128K
这条线能稳定读完 128K 的内容，可以按这个长度来用。
Reference windowReference window 1MModel-center context window; available lengths may vary by provider.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 usage180.8KThe actual usage reported by the API; this page goes by it.Estimated usage157.4K-302.3KEstimated 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.
Reviews
还没有人评论，来写第一条。
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Mozhenzhen verification report · Measured with real calls
deepseek-v4-pro verification report
Identity confirmedModel verified
Confirmed as the official deepseek-v4-pro
Behavior matches the official deepseek-v4-pro.
Brand consistency100/100
Model match score (deepseek-v4-pro)100/100
Checks17/17 Passed
- Providers
- TokenDos
- Claimed model
- deepseek-v4-pro
- Plan
- Full check
- Reference
- 103 official models
- Requests
- 15
- Duration
- 1 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidReference103 official models · 3/3 Valid
Answer by answer3 answers: 2 match deepseek-v4-pro；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4-proClaimed model>99%
- gpt-5.6-luna<1%
- deepseek-v4.1-flash<1%
- claude-sonnet-5-5<1%
- mimo-v2.6-pro<1%
02Test details
17 items · 17 passed · 0 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-pro |
| 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 | 3 / 3 valid | All independent samples can be used for comparison |
| C-02 | Brand consistency | Match | Behavior belongs to the DeepSeek family; brand match score 100 |
| C-03 | Model consistency | Match | 与官方 deepseek-v4-pro 吻合，型号一致度 100 |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 1% |
| Billing & capabilities | |||
| D-01 | Cache billing | Cache billing works | On average 95% of repeated requests were billed at the cache price. |
| 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 | Supported | Returned in the required JSON structure |
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 ratio95.2%
Cache billing works
On average 95% of repeated requests were billed at the cache price.
Usage this run26.9KCached tokens20.5KNon-cached tokens6.4KAverage per run5.4K
Usage reportedReportedCache billingHappenedResultCache billing 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 128K
这条线能稳定读完 128K 的内容，可以按这个长度来用。
Reference windowReference window 1MModel-center context window; available lengths may vary by provider.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 usage180.8KThe actual usage reported by the API; this page goes by it.Estimated usage157.4K-302.3KEstimated 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.
Reviews
还没有人评论，来写第一条。
发表评论