Identity mismatchSubstitution detected
Does not match the claimed model kimi-k3
行为特征与官方 kimi-k3 不符，最接近官方 claude-opus-5-5。
Brand consistency0/100
Model match score (kimi-k3)0/100
Checks13/17 Passed
- Providers
- quietfox.sbs
- Claimed model
- kimi-k3
- Plan
- Full check
- Reference
- 103 official models
- Requests
- 16
- Duration
- 4 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: 0 match kimi-k3；another 2 look more like claude-opus-5-5；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- claude-opus-5-598%
- gpt-6-luna<1%
- gpt-5.4<1%
- claude-opus-4-6<1%
- qwen3.8-max<1%
02Test details
17 items · 13 passed · 1 notes · 3 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 kimi-k3 |
| 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 | Mismatch | Behavior does not belong to the Moonshot Kimi family; brand match score 0 |
| C-03 | Model consistency | Mismatch | Model match score 0; closest to the official claude-opus-5-5 |
| C-04 | Cross-brand swap check | Substitution detected | Behavior is closest to claude-opus-5-5 from another brand |
| Billing & capabilities | |||
| D-01 | Cache billing | Does not work | The vendor offers a cache price for this model, but none of the repeated requests were billed at it. |
| 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 ratio0.0%
Does not work
The vendor offers a cache price for this model, but none of the repeated requests were billed at it.
Usage this run26.0KCached tokens0Non-cached tokens26.0KAverage per run5.2K
Usage reportedReportedCache billingDid not happenResultDoes not work
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 windowVerified up to 128KThe model center has no reference context window for this model yet.Tested context lengths32K / 128KTested from short to long, stopping at the first failure.
- 32KRead in full · 27.0K received
- 128KRead in full · 121.9K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage181.2KThe 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.
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Mozhenzhen verification report · Measured with real calls
kimi-k3 verification report
Identity mismatchSubstitution detected
Does not match the claimed model kimi-k3
行为特征与官方 kimi-k3 不符，最接近官方 claude-opus-5-5。
Brand consistency0/100
Model match score (kimi-k3)0/100
Checks13/17 Passed
- Providers
- quietfox.sbs
- Claimed model
- kimi-k3
- Plan
- Full check
- Reference
- 103 official models
- Requests
- 16
- Duration
- 4 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: 0 match kimi-k3；another 2 look more like claude-opus-5-5；another 1 match no model clearly on their own
Similarity to official modelsTop 5
- claude-opus-5-598%
- gpt-6-luna<1%
- gpt-5.4<1%
- claude-opus-4-6<1%
- qwen3.8-max<1%
02Test details
17 items · 13 passed · 1 notes · 3 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 kimi-k3 |
| 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 | Mismatch | Behavior does not belong to the Moonshot Kimi family; brand match score 0 |
| C-03 | Model consistency | Mismatch | Model match score 0; closest to the official claude-opus-5-5 |
| C-04 | Cross-brand swap check | Substitution detected | Behavior is closest to claude-opus-5-5 from another brand |
| Billing & capabilities | |||
| D-01 | Cache billing | Does not work | The vendor offers a cache price for this model, but none of the repeated requests were billed at it. |
| 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 ratio0.0%
Does not work
The vendor offers a cache price for this model, but none of the repeated requests were billed at it.
Usage this run26.0KCached tokens0Non-cached tokens26.0KAverage per run5.2K
Usage reportedReportedCache billingDid not happenResultDoes not work
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 windowVerified up to 128KThe model center has no reference context window for this model yet.Tested context lengths32K / 128KTested from short to long, stopping at the first failure.
- 32KRead in full · 27.0K received
- 128KRead in full · 121.9K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage181.2KThe 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.