Is gpt-6-astra genuine? Deep check result

Report ID MZZR20260923124117DFC965Generated at 2026/09/23 20:41

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

All primary checks passed in this run.

Tested byMozhenzhen

Tested modelGPT-6 Astra

Providers睿库API

Requests28

Duration11 min 11 sec

Identity verdictInsufficient evidence to determine

ReferenceReference samples are not sufficiently calibrated

API and capability checks

The basic API call succeeded and returned a recognizable response.

No issues were recorded in the checks performed. Untested capabilities are outside this conclusion.

API results and model identity are assessed separately. Insufficient evidence does not mean a failed request or a fake model.

Model reference evidence

The available reference cannot establish model identity. Review the API and capability results for this test.

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 usage149.8KThe actual usage reported by the API; this page goes by it.Estimated usage74.9KEstimated from this test's requests.Deviation100% aboveThe reported usage is above the estimate; check your bill.Usage checkAbove 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 rate80.5%

Cache discount applied consistently

Every run was billed at the cache rate, so long chats save real money.

Usage this run35.3KCached tokens28.4KNon-cached tokens6.9KAverage per run7.1K

Usage reportedReportedCache billingHappenedResultNormal

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 32K

All tested context tiers (32K) returned reliably.

Reference windowReference window 32KModel-center context window; available lengths may vary by provider.Tested context lengths32KTests 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.

22 checks

Model list visibility

gpt-6-astra 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 4.5K tokens
of which 3.8K tokens were billed at the cache price

指令跟随

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

逻辑网格推理

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 4.6K tokens
of which 3.8K tokens were billed at the cache price

复测一致性

反复多问几次，看会不会答一半就断或偷偷换模型。 2 次都对。

Passed

Test details

This test ran 2 times: 2 passed.
This test used 8.8K tokens
of which 7.7K tokens were billed at the cache price

OpenAI 身份与安全边界

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

OpenAI 身份与安全边界

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 4.8K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

Deep model test: family-specific boundary

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 4.6K tokens
of which 3.8K tokens were billed at the cache price

按官方接口标准调用：OpenAI Responses

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.4K tokens
of which 3.8K tokens were billed at the cache price

边打字边回和一次性回，结果一样吗

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.4K tokens
of which 3.8K tokens were billed at the cache price

让它调用工具，返回格式对不对

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.5K tokens

让它按指定格式输出，格式兑现了吗

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.5K 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 35.3K tokens
of which 28.4K tokens were billed at the cache price

32K 上下文能力实测

32K 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: 32K
This test used 24.8K tokens
of which 3.8K tokens were billed at the cache price

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Mozhenzhen verification report · Measured with real calls

Is gpt-6-astra genuine? Deep check result

Report ID:MZZR20260923124117DFC965Generated at：2026/09/23 20:41

Provider details AI model details

Evidence status

Insufficient evidence to determine

Insufficient evidence to determine model identity. API, speed, tool, and token observations are recorded separately and do not establish identity.

Tested byMozhenzhen

Tested modelGPT-6 Astra

Providers睿库API

Requests28

Duration11 min

Identity verdictInsufficient evidence to determine

ReferenceReference samples are not sufficiently calibrated

API and capability checks

The basic API call succeeded and returned a recognizable response.

No issues were recorded in the checks performed. Untested capabilities are outside this conclusion.

API results and model identity are assessed separately. Insufficient evidence does not mean a failed request or a fake model.

Model reference evidence

The available reference cannot establish model identity. Review the API and capability results for this test.

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.

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 rate80.5%

Cache discount applied consistently

Every run was billed at the cache rate, so long chats save real money.

Usage this run35.3KCached tokens28.4KNon-cached tokens6.9KAverage per run7.1K

Usage reportedReportedCache billingHappenedResultNormal

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 32K

All tested context tiers (32K) returned reliably.

Test details

Expand any row for details; anything private has been removed

22 checks

Model list visibility

gpt-6-astra 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 4.5K tokens
of which 3.8K tokens were billed at the cache price

指令跟随

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.4K tokens
of which 3.8K tokens were billed at the cache price

逻辑网格推理

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 4.6K tokens
of which 3.8K tokens were billed at the cache price

复测一致性

反复多问几次，看会不会答一半就断或偷偷换模型。 2 次都对。

Passed

Test details

This test ran 2 times: 2 passed.
This test used 8.8K tokens
of which 7.7K tokens were billed at the cache price

OpenAI 身份与安全边界

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

OpenAI 身份与安全边界

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 4.8K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

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 4.5K tokens
of which 3.8K tokens were billed at the cache price

Deep model test: family-specific boundary

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 4.6K tokens
of which 3.8K tokens were billed at the cache price

按官方接口标准调用：OpenAI Responses

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.4K tokens
of which 3.8K tokens were billed at the cache price

边打字边回和一次性回，结果一样吗

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.4K tokens
of which 3.8K tokens were billed at the cache price

让它调用工具，返回格式对不对

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.5K tokens

让它按指定格式输出，格式兑现了吗

对照官方公开的产品说明来测。 1 次都对。

Passed

Test details

This test ran 1 times: 1 passed.
This test used 4.5K 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 35.3K tokens
of which 28.4K tokens were billed at the cache price

32K 上下文能力实测

32K 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: 32K
This test used 24.8K tokens
of which 3.8K tokens were billed at the cache price

Comments and feedback on this report

Rating

5 points