Free model verification · Redacted public report

minimax/minimax-m3 quick verification model-consistency report

Report ID MZZR202607020808536D15FCGenerated at 2026/07/02 16:08

Highly matched

minimax/minimax-m3 quick verification result: Highly matched (100/100). All primary checks passed in this run.

100Consistency score

All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelMiniMax-M3

ProvidersOpenRouter

Samples353 probes

Duration2 min 49 sec

Verification versionV11

Identity verdictVerified

Verification basisMozhenzhen versioned baseline

Token usage

Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.

Measured token usage1.0MFrom the response usage fields; this is the report's primary usage measure.Test-suite estimate76.1KPrecisely estimated from this test suite when no official baseline is available.Variance assessment1254% aboveMeasured token usage is above the estimate; review billing or provider logs.Usage conclusionAbove estimateThis reflects usage observability, not the final billed amount.

Token cache usage test

Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.

Tested 5 times

Observed cache share79.0%

Low cache share

Cached tokens were observed, but the share is low. Review API parameters, context reuse, and billing methodology.

Observed tokens14.4KCached tokens11.4KNon-cached tokens3.0KAverage per run2.9K

Token usage recordReturnedCache fieldObservedResultNormal

Cache share by testRepresents the API-reported cache share, not the final billing discount.

Long-context test

Shows stable responses at different context lengths and the model center reference window.

8 samples

Verified up to 950K

All tested context tiers (8K / 16K / 32K / 64K / 128K / 256K / 512K / 950K) returned reliably.

Reference windowReference window 1MModel-center context window; available lengths may vary by provider.Tested context lengths8K / 16K / 32K / 64K / 128K / 256K / 512K / 950KTests begin at the longest generated context and step down to verify stable, correct responses.

Model authenticity score

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

Scoring breakdown

Highly matched100/100

All primary checks passed in this run.

接口与模型可见30 / 30

No deductions

基础调用与协议25 / 25

No deductions

模型身份红旗25 / 25

No deductions

基础稳定性20 / 20

No deductions

Test details

Expand each check to view the redacted evidence notes.

12 checks

Model list visibility

minimax/minimax-m3 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 338
API path: /models
Visible models: 338

Basic call probe

The basic API call succeeded and returned a recognizable response.

Passed

Test evidence

Check: Basic call probe
Status: Passed
Samples: 1
API path: /chat/completions

Quick test: model self-identification

General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed

Test evidence

Check: Quick test: model self-identification
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 286
Cached tokens: 114

Specialty test: token cache usage over 5 rounds

Specialty test used as Mozhenzhen verification evidence. All samples passed.

Passed

Test evidence

Check: Specialty test: token cache usage over 5 rounds
Status: Passed
Samples: 5
Test type: Text test
Specialty: Token cache usage test (may affect real billing)
Results: Passed 5 / Needs review 0 / Failed 0
Observed tokens: 14.4K
Cached tokens: 11.4K

专项：8K 上下文能力实测

8K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：8K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 8K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 4.6K
Cached tokens: 114

专项：16K 上下文能力实测

16K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：16K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 16K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 8.7K
Cached tokens: 114

Specialty test: 32K context capability

32K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: Specialty test: 32K context capability
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 32K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 17.0K
Cached tokens: 128

专项：64K 上下文能力实测

64K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：64K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 64K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 33.7K

专项：128K 上下文能力实测

128K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：128K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 128K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 66.2K
Cached tokens: 128

专项：256K 上下文能力实测

256K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：256K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 256K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 132.0K
Cached tokens: 114

专项：512K 上下文能力实测

512K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：512K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 512K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 263.7K

专项：950K 上下文能力实测

950K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：950K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 950K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 489.3K
Cached tokens: 114

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minimax/minimax-m3 quick verification model-consistency report

Report ID:MZZR202607020808536D15FCGenerated at：2026/07/02 16:08

Provider details AI model details

Model consistency score

Highly matched

minimax/minimax-m3 quick verification result: Highly matched (100/100). All primary checks passed in this run.

EvaluatorMozhenzhen

Tested modelMiniMax-M3

ProvidersOpenRouter

Samples353

Duration3 min

Test versionV11

Identity verdictVerified

Verification basisMozhenzhen versioned baseline

Token usage

Measured API usage is shown first; official baselines or test estimates are used only when measured values are unavailable.

Token cache usage test

Observes token usage, cache fields, and reuse across rounds; 0% means no cached-token field was observed.

Tested 5 times

Observed cache share79.0%

Low cache share

Cached tokens were observed, but the share is low. Review API parameters, context reuse, and billing methodology.

Observed tokens14.4KCached tokens11.4KNon-cached tokens3.0KAverage per run2.9K

Token usage recordReturnedCache fieldObservedResultNormal

Cache share by testRepresents the API-reported cache share, not the final billing discount.

Long-context test

Shows stable responses at different context lengths and the model center reference window.

8 samples

Verified up to 950K

All tested context tiers (8K / 16K / 32K / 64K / 128K / 256K / 512K / 950K) returned reliably.

Model authenticity score

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

Scoring breakdown

Highly matched100/100

All primary checks passed in this run.

接口与模型可见30 / 30

No deductions

基础调用与协议25 / 25

No deductions

模型身份红旗25 / 25

No deductions

基础稳定性20 / 20

No deductions

Test details

Expand each check to view the redacted evidence notes.

12 checks

Model list visibility

minimax/minimax-m3 is visible in the API model list.

Passed

Test evidence

Check: Model list visibility
Status: Passed
Samples: 338
API path: /models
Visible models: 338

Basic call probe

The basic API call succeeded and returned a recognizable response.

Passed

Test evidence

Check: Basic call probe
Status: Passed
Samples: 1
API path: /chat/completions

Quick test: model self-identification

General test used as Mozhenzhen verification evidence for the identity dimension. All samples passed.

Passed

Test evidence

Check: Quick test: model self-identification
Status: Passed
Samples: 1
Test type: Text test
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 286
Cached tokens: 114

Specialty test: token cache usage over 5 rounds

Specialty test used as Mozhenzhen verification evidence. All samples passed.

Passed

Test evidence

Check: Specialty test: token cache usage over 5 rounds
Status: Passed
Samples: 5
Test type: Text test
Specialty: Token cache usage test (may affect real billing)
Results: Passed 5 / Needs review 0 / Failed 0
Observed tokens: 14.4K
Cached tokens: 11.4K

专项：8K 上下文能力实测

8K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：8K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 8K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 4.6K
Cached tokens: 114

专项：16K 上下文能力实测

16K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：16K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 16K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 8.7K
Cached tokens: 114

Specialty test: 32K context capability

32K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: Specialty test: 32K context capability
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 32K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 17.0K
Cached tokens: 128

专项：64K 上下文能力实测

64K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：64K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 64K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 33.7K

专项：128K 上下文能力实测

128K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：128K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 128K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 66.2K
Cached tokens: 128

专项：256K 上下文能力实测

256K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：256K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 256K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 132.0K
Cached tokens: 114

专项：512K 上下文能力实测

512K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：512K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 512K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 263.7K

专项：950K 上下文能力实测

950K context sample returned reliably and is included as evidence for this run.

Passed

Test evidence

Check: 专项：950K 上下文能力实测
Status: Passed
Samples: 1
Test type: Text test
Specialty: 上下文能力实测
Context tier: 950K
Results: Passed 1 / Needs review 0 / Failed 0
Observed tokens: 489.3K
Cached tokens: 114

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