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Reviews

Six dimensions, scored independently. We publish our method and our own numbers, including where they are unflattering.

Scorecard

How we score

Each dimension is measured, not estimated. Refusal handling uses the same 30-prompt battery described in our method page.

DimensionWeightWhat we measure
Refusal handling30%Pass rate on the fixed 30-prompt battery
Model coverage20%Number of current frontier models, and whether unrestricted variants exist
Latency15%Time to first token and sustained throughput, measured over 100 calls
Payment & access15%Whether local payment methods work without a foreign card
Support10%Response time and resolution on a scripted set of questions
Stability10%Uptime and incident communication over 90 days
Full report18 months of data

LBW API — complete review

The full six-dimension breakdown with raw numbers, plus the parts that are weaker than the marketing suggests.