Identity mismatchSubstitution detected
Does not match the claimed model gemini-3.1-flash-lite
行为特征与官方 gemini-3.1-flash-lite 不符，最接近官方 gemini-3.5-flash-lite。
Brand consistency100/100
Model match score (gemini-3.1-flash-lite)0/100
Checks9/12 Passed
- Relay · group
- 哈基米AI · default
- Claimed model
- gemini-3.1-flash-lite
- Plan
- Standard verification
- Reference
- 108 official models
- Requests
- 8
- Duration
- 6 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AInvalidIndependent sample B采样 BInvalidIndependent sample C采样 CValidIndependent sample D采样 DValidIndependent sample E采样 EValidIndependent sample F采样 FValidReference108 official models · 4/6 Valid
Answer by answer4 answers: 1 match gemini-3.1-flash-lite；another 1 look more like gemini-2.5-flash；another 1 look more like gemini-3.5-flash-lite；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- gemini-3.5-flash-lite99%
- gemini-3.1-pro-preview<1%
- gpt-5.4-mini<1%
- gemini-3.1-flash-liteClaimed model<1%
- gemini-3-flash<1%
02Test details
12 items · 9 passed · 2 notes · 1 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 gemini-3.1-flash-lite |
| 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 | Inconsistent | Total 621 does not equal the sum 278 |
| B-05 | Output cleanliness | Nothing added | No inserted ads, watermarks or extra notes found |
| Identity check | |||
| C-01 | Independent sampling | 4 / 6 valid | 首轮未能判定，已追加一轮；部分采样结果不可用于比对 |
| C-02 | Brand consistency | Match | Behavior belongs to the Google Gemini family; brand match score 100 |
| C-03 | Model consistency | Mismatch | Model match score 0; closest to the official gemini-3.5-flash-lite |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 1% |
03Which apps can connect
Tried once per app with gemini-3.1-flash-lite, 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 | Connects | Replied normally and called the toolConnected the way Codex does (OpenAI Responses format) |
| Gemini CLI | Didn't connect | This API rejected the key. Copy a valid key again and check its permission for this model（HTTP 403）Connected the way Gemini CLI does (native Gemini format) |
| Cherry Studio, Chatbox, LobeChat, Open WebUI, Cline | Didn't connect | This API rejected the key. Copy a valid key again and check its permission for this model（HTTP 403）Connected 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 usage26.7KThe actual usage reported by the API; this page goes by it.Estimated usage3.9K-93.0KEstimated 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
还没有人评论，来写第一条。
Before you buy AI, check MozhenzhenScan to view reportOpen full report
Mozhenzhen verification report · Measured with real calls
gemini-3.1-flash-lite verification report
Identity mismatchSubstitution detected
Does not match the claimed model gemini-3.1-flash-lite
行为特征与官方 gemini-3.1-flash-lite 不符，最接近官方 gemini-3.5-flash-lite。
Brand consistency100/100
Model match score (gemini-3.1-flash-lite)0/100
Checks9/12 Passed
- Relay · group
- 哈基米AI · default
- Claimed model
- gemini-3.1-flash-lite
- Plan
- Standard verification
- Reference
- 108 official models
- Requests
- 8
- Duration
- 6 分钟
01Identity check
Behaviour compared with each official referenceIndependent sample A采样 AInvalidIndependent sample B采样 BInvalidIndependent sample C采样 CValidIndependent sample D采样 DValidIndependent sample E采样 EValidIndependent sample F采样 FValidReference108 official models · 4/6 Valid
Answer by answer4 answers: 1 match gemini-3.1-flash-lite；another 1 look more like gemini-2.5-flash；another 1 look more like gemini-3.5-flash-lite；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- gemini-3.5-flash-lite99%
- gemini-3.1-pro-preview<1%
- gpt-5.4-mini<1%
- gemini-3.1-flash-liteClaimed model<1%
- gemini-3-flash<1%
02Test details
12 items · 9 passed · 2 notes · 1 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 gemini-3.1-flash-lite |
| 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 | Inconsistent | Total 621 does not equal the sum 278 |
| B-05 | Output cleanliness | Nothing added | No inserted ads, watermarks or extra notes found |
| Identity check | |||
| C-01 | Independent sampling | 4 / 6 valid | 首轮未能判定，已追加一轮；部分采样结果不可用于比对 |
| C-02 | Brand consistency | Match | Behavior belongs to the Google Gemini family; brand match score 100 |
| C-03 | Model consistency | Mismatch | Model match score 0; closest to the official gemini-3.5-flash-lite |
| C-04 | Cross-brand swap check | None found | Similarity to other brands' models totals under 1% |
03Which apps can connect
Tried once per app with gemini-3.1-flash-lite, 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 | Connects | Replied normally and called the toolConnected the way Codex does (OpenAI Responses format) |
| Gemini CLI | Didn't connect | This API rejected the key. Copy a valid key again and check its permission for this model（HTTP 403）Connected the way Gemini CLI does (native Gemini format) |
| Cherry Studio, Chatbox, LobeChat, Open WebUI, Cline | Didn't connect | This API rejected the key. Copy a valid key again and check its permission for this model（HTTP 403）Connected 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 usage26.7KThe actual usage reported by the API; this page goes by it.Estimated usage3.9K-93.0KEstimated 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
还没有人评论，来写第一条。
发表评论
编辑器加载中…
发表评论