Is deepseek-ai/deepseek-v4-flash genuine? Standard check result
Report ID MZZR2026091516582864A0B9Generated at 2026/09/16 00:58
Insufficient evidence to determine
Insufficient evidence to determine model identity. API, speed, tool, and token observations are recorded separately and do not establish identity.
Insufficient evidenceEvidence status
主要问题:不太听指令,让它怎么答它不照做。
Tested byMozhenzhen
Tested modelDeepSeek V4 Flash
Providers机械臂云端控制台
Requests19
Duration1 min 57 sec
Identity verdictInsufficient evidence to determine
ReferenceNo reference under matching conditions
API and capability checks
The basic API call succeeded and returned a recognizable response.
指令跟随:Needs review
API results and model identity are assessed separately. Insufficient evidence does not mean a failed request or a fake model.
Model reference evidence
No reference samples under matching conditions are available for this model.
Model self-identification and individual answers do not establish authenticity. Official references only reflect API behavior at the time of sampling.
Rule version:2026-09-14.v1
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage552.8KThe actual usage reported by the API; this page goes by it.Estimated usage1.7MEstimated from this test's requests.Deviation67% 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.
Token cache usage test
Several runs in a row to see whether repeated content is billed at the cheaper cache rate; 0% means no cache discount this time.
Total 5 request
Share billed at the cache rate36.3%
Low cache share
Caching was used, but only a little; check your bill to see how much it really saves.
Usage this run13.4KCached tokens4.9KNon-cached tokens8.5KAverage per run2.7K
Cache share by testThis is only the cache share the endpoint reported; the real discount is on the bill
Long-context test
We test how much it can read at once, then compare that with the officially stated length.
1 tiers
Verified up to 1M
All tested context tiers (1M) returned reliably.
Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths1MTests begin at the longest generated context and step down to verify stable, correct responses.
Test details
Expand any row for details; anything private has been removed.
14 checks
Model list visibility
deepseek-ai/deepseek-v4-flash is visible in the API model list.
Passed
Test details
This test ran 2 times; result: Passed.
Basic call probe
The basic API call succeeded and returned a recognizable response.
Passed
Test details
This test ran 1 times; result: Passed.
Model self-identification
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 143 tokens
指令跟随
用几道题看它的回答水平像不像官方模型。 1 次里对了 0 次。
Needs review
Test details
This test ran 1 times: 1 need attention.
Why it failed: Instruction following was unstable
This test used 33 tokens
JSON 结构
用几道题看它的回答水平像不像官方模型。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 32 tokens
标签结构复述
按官方接口的标准调用,看返回是否规范。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 86 tokens
隐藏提示词边界
用几道题看它的回答水平像不像官方模型。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 58 tokens
品牌边界
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 78 tokens
用量数据是否完整
核对它报回来的用量和缓存计费。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 46 tokens
DeepSeek 推理边界
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 107 tokens
模型代码锚定
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 133 tokens
Model-family test: series and tier identification
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 101 tokens
连问 5 次,重复内容有没有按缓存价计费
针对这个模型再做一项专门检测。 5 次都对。
Passed
Test details
This test ran 5 times: 5 passed.
This test used 13.4K tokens
of which 4.9K tokens were billed at the cache price
1M 上下文能力实测
1M 长度的内容能稳定读完,这就是本次上下文实测的依据。
Passed
Test details
This test ran 1 times: 1 passed.
Content length used: 1M
This test used 538.5K tokens
Insufficient evidence to determine model identity. API, speed, tool, and token observations are recorded separately and do not establish identity.
Tested byMozhenzhen
Tested modelDeepSeek V4 Flash
Providers机械臂云端控制台
Requests19
Duration2 min
Identity verdictInsufficient evidence to determine
ReferenceNo reference under matching conditions
API and capability checks
The basic API call succeeded and returned a recognizable response.
指令跟随:Needs review
API results and model identity are assessed separately. Insufficient evidence does not mean a failed request or a fake model.
Model reference evidence
No reference samples under matching conditions are available for this model.
Model self-identification and individual answers do not establish authenticity. Official references only reflect API behavior at the time of sampling.
Rule version:2026-09-14.v1
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage552.8KThe actual usage reported by the API; this page goes by it.Estimated usage1.7MEstimated from this test's requests.Deviation67% 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.
Token cache usage test
Several runs in a row to see whether repeated content is billed at the cheaper cache rate; 0% means no cache discount this time.
Total 5 request
Share billed at the cache rate36.3%
Low cache share
Caching was used, but only a little; check your bill to see how much it really saves.
Usage this run13.4KCached tokens4.9KNon-cached tokens8.5KAverage per run2.7K
Cache share by testThis is only the cache share the endpoint reported; the real discount is on the bill
Long-context test
We test how much it can read at once, then compare that with the officially stated length.
1 tiers
Verified up to 1M
All tested context tiers (1M) returned reliably.
Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths1MTests begin at the longest generated context and step down to verify stable, correct responses.
Test details
Expand any row for details; anything private has been removed
14 checks
Model list visibility
deepseek-ai/deepseek-v4-flash is visible in the API model list.
Passed
Test details
This test ran 2 times; result: Passed.
Basic call probe
The basic API call succeeded and returned a recognizable response.
Passed
Test details
This test ran 1 times; result: Passed.
Model self-identification
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 143 tokens
指令跟随
用几道题看它的回答水平像不像官方模型。 1 次里对了 0 次。
Needs review
Test details
This test ran 1 times: 1 need attention.
Why it failed: Instruction following was unstable
This test used 33 tokens
JSON 结构
用几道题看它的回答水平像不像官方模型。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 32 tokens
标签结构复述
按官方接口的标准调用,看返回是否规范。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 86 tokens
隐藏提示词边界
用几道题看它的回答水平像不像官方模型。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 58 tokens
品牌边界
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 78 tokens
用量数据是否完整
核对它报回来的用量和缓存计费。 1 次都对。
Passed
Test details
This test ran 1 times: 1 passed.
This test used 46 tokens
DeepSeek 推理边界
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 107 tokens
模型代码锚定
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 133 tokens
Model-family test: series and tier identification
Asked the model to identify itself; all 1 responses matched the expected name.
Passed
Test details
This test ran 1 times: 1 passed.
This test used 101 tokens
连问 5 次,重复内容有没有按缓存价计费
针对这个模型再做一项专门检测。 5 次都对。
Passed
Test details
This test ran 5 times: 5 passed.
This test used 13.4K tokens
of which 4.9K tokens were billed at the cache price
1M 上下文能力实测
1M 长度的内容能稳定读完,这就是本次上下文实测的依据。
Passed
Test details
This test ran 1 times: 1 passed.
Content length used: 1M
This test used 538.5K tokens
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