Key risk probe

LiquidAI: LFM2.5-1.2B-Instruct (free) | pricing gap risk

LiquidAI: LFM2.5-1.2B-Instruct (free) pricing gap risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID liquid/lfm-2.5-1.2b-instruct:free, provider Liquid, pricing, region, error bodies, headers, and runtime signals.

Model

liquid/lfm-2.5-1.2b-instruct:free

LiquidAI: LFM2.5-1.2B-Instruct (free)

Provider

Liquid

3 models in catalog

Risk dimension

pricing gap risk

pricing-gap

Judgement signal

pricing required

Context window: 32,768

Risk profile summary

Model

liquid/lfm-2.5-1.2b-instruct:free

Risk dimension

pricing-gap

Judgement signal

pricing required

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

Why this risk matters

LiquidAI: LFM2.5-1.2B-Instruct (free) pricing gap risk decides whether a key can be connected, listed, sold, or monitored. TestKey combines model ID liquid/lfm-2.5-1.2b-instruct:free, provider Liquid, pricing, region, error bodies, headers, and runtime signals.

Model: liquid/lfm-2.5-1.2b-instruct:free
Provider: Liquid
Risk dimension: pricing gap risk

How to prove it

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

Start with judgement signal: pricing required, then run a read-only runtime probe with a real key.
pricing gap risk must bind model ID liquid/lfm-2.5-1.2b-instruct:free; never mix results from another model at the same provider.
pricing gap risk · pricing required · 32,768

Next operator action

LiquidAI: LFM2.5-1.2B-Instruct (free) 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: pricing required
Context window: 32,768

Open key checker

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

Open models

LiquidAI: LFM2.5-1.2B-Instruct (free)

Open providers

Liquid