Is MiniMax-M3 genuine? Deep check result

Report ID MZZR20260709074412A87C62Generated at 2026/07/09 15:44

Matched with issues

MiniMax-M3 本次深度验真结果：Matched但Matched with issues（77/100）。主要问题：复杂推理题答得不稳；问到不该说的内容时把握不住分寸。

77Model consistency score

主要问题：复杂推理题答得不稳；问到不该说的内容时把握不住分寸。

Tested byMozhenzhen

Tested modelMiniMax-M3

ProvidersConeverse AI

Requests101

Duration1 min 19 sec

Identity verdictVerified

ReferenceMozhenzhen's own test standard

A newer test record is availableThis report preserves the result at the time of testing and remains valid as a record. You can also view the newer report。

Token usage check

Reported usage is used; estimates appear only when none is reported.

Reported usage6.3KThe actual usage reported by the API; this page goes by it.Estimated usage6.8KEstimated from this test's requests.Deviation6% belowThe reported usage is below the estimate, possibly because of how tokens are counted or compressed.Usage checkBelow the estimateFigures are as reported by the API; your bill is authoritative.

Results for this test

Review API availability, model identity, response completeness, and other checks separately.

Scoring breakdown

Matched with issues77/100

主要问题：复杂推理题答得不稳；问到不该说的内容时把握不住分寸。

Can you call it, and is the model listed10 / 10

No deductions

Does the API respond properly12 / 12

No deductions

Is it the model it claims to be18 / 18

No deductions

Does it answer like the official model9 / 25

复杂推理题答得不稳（逻辑网格推理） -10问到不该说的内容时把握不住分寸（隐藏提示词边界） -6

Is usage and billing reasonable10 / 10

No deductions

Will it keep working18 / 25

复杂推理题答得不稳（逻辑网格推理） -4问到不该说的内容时把握不住分寸（隐藏提示词边界） -3

Test details

Expand any row for details; anything private has been removed.

16 checks

Model list visibility

MiniMax-M3 is visible in the API model list.

Passed

Test details

This test ran 85 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 307 tokens

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 228 tokens

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 228 tokens

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 413 tokens

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。有几次没对上。

Needs review

Test details

This test ran 1 times: 1 need attention.
Why it failed: Hidden-prompt boundary was unclear
This test used 608 tokens

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 384 tokens

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 260 tokens

逻辑网格推理

用几道题看它的回答水平像不像官方模型。有几次没对上。

Needs review

Test details

This test ran 1 times: 1 need attention.
Why it failed: Logic-grid reasoning was unstable

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 538 tokens

MiniMax 中文能力边界

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 419 tokens

MiniMax 中文能力边界

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 1.2K tokens

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 276 tokens

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 270 tokens

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 863 tokens

Reviews

还没有人评论，来写第一条。

发表评论

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Mozhenzhen verification report · Measured with real calls

Is MiniMax-M3 genuine? Deep check result

Report ID:MZZR20260709074412A87C62Generated at：2026/07/09 15:44

Provider details AI model details

A newer test record is availableThis report preserves the result at the time of testing and remains valid as a record. You can also view the newer report。

Model consistency score

Matched with issues

MiniMax-M3 本次深度验真结果：Matched但Matched with issues（77/100）。主要问题：复杂推理题答得不稳；问到不该说的内容时把握不住分寸。

Tested byMozhenzhen

Tested modelMiniMax-M3

ProvidersConeverse AI

Requests101

Duration1 min

Identity verdictVerified

ReferenceMozhenzhen's own test standard

Token usage check

Reported usage is used; estimates appear only when none is reported.

Results for this test

Review API availability, model identity, response completeness, and other checks separately.

Scoring breakdown

Matched with issues77/100

主要问题：复杂推理题答得不稳；问到不该说的内容时把握不住分寸。

Can you call it, and is the model listed10 / 10

No deductions

Does the API respond properly12 / 12

No deductions

Is it the model it claims to be18 / 18

No deductions

Does it answer like the official model9 / 25

复杂推理题答得不稳（逻辑网格推理） -10问到不该说的内容时把握不住分寸（隐藏提示词边界） -6

Is usage and billing reasonable10 / 10

No deductions

Will it keep working18 / 25

复杂推理题答得不稳（逻辑网格推理） -4问到不该说的内容时把握不住分寸（隐藏提示词边界） -3

Test details

Expand any row for details; anything private has been removed

16 checks

Model list visibility

MiniMax-M3 is visible in the API model list.

Passed

Test details

This test ran 85 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 307 tokens

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 228 tokens

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 228 tokens

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 413 tokens

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。有几次没对上。

Needs review

Test details

This test ran 1 times: 1 need attention.
Why it failed: Hidden-prompt boundary was unclear
This test used 608 tokens

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 384 tokens

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 260 tokens

逻辑网格推理

用几道题看它的回答水平像不像官方模型。有几次没对上。

Needs review

Test details

This test ran 1 times: 1 need attention.
Why it failed: Logic-grid reasoning was unstable

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 538 tokens

MiniMax 中文能力边界

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 419 tokens

MiniMax 中文能力边界

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 1.2K tokens

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 276 tokens

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 270 tokens

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 863 tokens

Reviews

还没有人评论，来写第一条。