Key risk probe

OpenAI: gpt-oss-20b (free) | error spike risk

OpenAI: gpt-oss-20b (free) error spike risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID openai/gpt-oss-20b:free, provider OpenAI, pricing, region, error bodies, headers, and runtime signals.

Model

openai/gpt-oss-20b:free

OpenAI: gpt-oss-20b (free)

Provider

OpenAI

62 models in catalog

Risk dimension

error spike risk

error-spike

Judgement signal

real key probe required

Context window: 131,072

Risk profile summary

Model

openai/gpt-oss-20b:free

Risk dimension

error-spike

Judgement signal

real key probe required

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

Why this risk matters

OpenAI: gpt-oss-20b (free) error spike risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID openai/gpt-oss-20b:free, provider OpenAI, pricing, region, error bodies, headers, and runtime signals.

Model: openai/gpt-oss-20b:free
Provider: OpenAI
Risk dimension: error spike risk

How to prove it

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

Start with judgement signal: real key probe required, then run a read-only runtime probe with a real key.
error spike risk must bind model ID openai/gpt-oss-20b:free; never mix results from another model at the same provider.
error spike risk · real key probe required · 131,072

Next operator action

OpenAI: gpt-oss-20b (free) error spike 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: real key probe required
Context window: 131,072

Open key checker

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

Open models

OpenAI: gpt-oss-20b (free)

Open providers

OpenAI