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
Checks12/12 Passed
- Providers
- tokenrhythm.studio
- Claimed model
- deepseek-v4.1-flash
- Plan
- Standard verification
- Reference
- 105 official models
- Requests
- 5
- Duration
- 59 秒
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidReference105 official models · 3/3 Valid
Answer by answer3 answers: 2 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4.1-flashClaimed model99%
- gpt-6-luna<1%
- gpt-5.5<1%
- claude-fable-5<1%
- claude-sonnet-5-5<1%
02Test details
12 items · 12 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-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 | 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 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% |
03Which apps can connect
Tried once per app with deepseek-flash, the way each app connectsUsing this test’s address, key and model, we test responses and tool calls in each app’s API format. We do not launch the apps or test installation, sign-in or complete tasks.
| Software | Result | Methodology |
|---|---|---|
| Codex | Didn't connect | The API returned an error. Ask the provider which request formats it supports（HTTP 400）Connected the way Codex does (OpenAI Responses format) |
| Cherry Studio, Chatbox, LobeChat, Open WebUI, Cline | Connects | Replied normally and called the toolConnected the way Cherry Studio and similar apps do (OpenAI-compatible format) |
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage23.0KThe actual usage reported by the API; this page goes by it.Estimated usage3.6K-92.0KEstimated 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
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Mozhenzhen verification report · Measured with real calls
deepseek-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
Checks12/12 Passed
- Providers
- tokenrhythm.studio
- Claimed model
- deepseek-v4.1-flash
- Plan
- Standard verification
- Reference
- 105 official models
- Requests
- 5
- Duration
- 59 秒
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AValidIndependent sample B采样 BValidIndependent sample C采样 CValidReference105 official models · 3/3 Valid
Answer by answer3 answers: 2 match deepseek-v4.1-flash；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- deepseek-v4.1-flashClaimed model99%
- gpt-6-luna<1%
- gpt-5.5<1%
- claude-fable-5<1%
- claude-sonnet-5-5<1%
02Test details
12 items · 12 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-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 | 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 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% |
03Which apps can connect
Tried once per app with deepseek-flash, the way each app connectsUsing this test’s address, key and model, we test responses and tool calls in each app’s API format. We do not launch the apps or test installation, sign-in or complete tasks.
| Software | Result | Methodology |
|---|---|---|
| Codex | Didn't connect | The API returned an error. Ask the provider which request formats it supports（HTTP 400）Connected the way Codex does (OpenAI Responses format) |
| Cherry Studio, Chatbox, LobeChat, Open WebUI, Cline | Connects | Replied normally and called the toolConnected the way Cherry Studio and similar apps do (OpenAI-compatible format) |
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage23.0KThe actual usage reported by the API; this page goes by it.Estimated usage3.6K-92.0KEstimated 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
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