A newer report is availableThis report has been superseded by a later retest. View the latest report。
Highly similarExact model undetermined
Matches all of the official gpt-6-astra, gpt-6.1-sol
These two official models answer almost identically, so we cannot tell which one this is. They are close in ability, but their official prices differ about 5× (gpt-6-astra input/output per million tokens $10 / $50; gpt-6.1-sol $2 / $10). If you are paying the gpt-6-astra price, compare what this provider charges for both.
Brand consistency100/100
Model match score (含同代近似型号 gpt-6.1-sol)100/100
Checks15/17 Passed
- Providers
- shape-foo-annually-thanksgiving.trycloudflare.com
- Claimed model
- gpt-6-astra
- 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: 3 match gpt-6-astra / gpt-6.1-sol
Similarity to official modelsTop 5
- gpt-6-astra · gpt-6.1-solClaimed model and its near-identical sibling — both match closely>99%
- gpt-5.6-sol<1%
- gpt-6-sol<1%
- gemini-3.6-flash<1%
02Test details
17 items · 15 passed · 2 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 gpt-6-astra |
| 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 OpenAI GPT family; brand match score 100 |
| C-03 | Model consistency | Exact model undetermined | Matches all of the official gpt-6-astra, gpt-6.1-sol; these models answer almost identically |
| 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 100% 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 | Not supported | 结构化输出请求未成功（接口返回 HTTP 429） |
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 ratio100.0%
Cache billing works
On average 100% of repeated requests were billed at the cache price.
Usage this run34.3KCached tokens27.4KNon-cached tokens6.9KAverage per run6.9K
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
32K / 128K: every tier was read in full.
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 · 34.5K received
- 128KRead in full · 121.0K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage193.6KThe 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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gpt-6-astra verification report
A newer report is availableThis report has been superseded by a later retest. View the latest report。
Highly similarExact model undetermined
Matches all of the official gpt-6-astra, gpt-6.1-sol
These two official models answer almost identically, so we cannot tell which one this is. They are close in ability, but their official prices differ about 5× (gpt-6-astra input/output per million tokens $10 / $50; gpt-6.1-sol $2 / $10). If you are paying the gpt-6-astra price, compare what this provider charges for both.
Brand consistency100/100
Model match score (含同代近似型号 gpt-6.1-sol)100/100
Checks15/17 Passed
- Providers
- shape-foo-annually-thanksgiving.trycloudflare.com
- Claimed model
- gpt-6-astra
- 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: 3 match gpt-6-astra / gpt-6.1-sol
Similarity to official modelsTop 5
- gpt-6-astra · gpt-6.1-solClaimed model and its near-identical sibling — both match closely>99%
- gpt-5.6-sol<1%
- gpt-6-sol<1%
- gemini-3.6-flash<1%
02Test details
17 items · 15 passed · 2 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 gpt-6-astra |
| 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 OpenAI GPT family; brand match score 100 |
| C-03 | Model consistency | Exact model undetermined | Matches all of the official gpt-6-astra, gpt-6.1-sol; these models answer almost identically |
| 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 100% 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 | Not supported | 结构化输出请求未成功（接口返回 HTTP 429） |
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 ratio100.0%
Cache billing works
On average 100% of repeated requests were billed at the cache price.
Usage this run34.3KCached tokens27.4KNon-cached tokens6.9KAverage per run6.9K
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
32K / 128K: every tier was read in full.
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 · 34.5K received
- 128KRead in full · 121.0K received
Token usage check
Reported usage is used; estimates appear only when none is reported.
Reported usage193.6KThe 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.