Key risk probe

Tongyi DeepResearch 30B A3B | pricing gap risk

Tongyi DeepResearch 30B A3B pricing gap risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID alibaba/tongyi-deepresearch-30b-a3b, provider Alibaba Group, pricing, region, error bodies, headers, and runtime signals.

Model

alibaba/tongyi-deepresearch-30b-a3b

Tongyi DeepResearch 30B A3B

Provider

Alibaba Group

1 models in catalog

Risk dimension

pricing gap risk

pricing-gap

Judgement signal

catalog has pricing

Context window: 131,072

Risk profile summary

Model

alibaba/tongyi-deepresearch-30b-a3b

Risk dimension

pricing-gap

Judgement signal

catalog has pricing

Read-only check. Detection data burns after 5 minutes.

Why this risk matters

Tongyi DeepResearch 30B A3B pricing gap risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID alibaba/tongyi-deepresearch-30b-a3b, provider Alibaba Group, pricing, region, error bodies, headers, and runtime signals.

Model: alibaba/tongyi-deepresearch-30b-a3b
Provider: Alibaba Group
Risk dimension: pricing gap risk

How to prove it

Read-only check. Detection data burns after 5 minutes.

Start with judgement signal: catalog has pricing, then run a read-only runtime probe with a real key.
pricing gap risk must bind model ID alibaba/tongyi-deepresearch-30b-a3b; never mix results from another model at the same provider.
pricing gap risk · catalog has pricing · 131,072

Next operator action

Tongyi DeepResearch 30B A3B pricing gap risk should become an action: add pricing, downgrade, change route, limit resale, add monitoring, alert procurement, or send to human review.

Read-only check. Detection data burns after 5 minutes.
Judgement signal: catalog has pricing
Context window: 131,072

Open key checker

Read-only check. Detection data burns after 5 minutes.

Open models

Tongyi DeepResearch 30B A3B

Open providers

Alibaba Group