Not a benchmark table. This puts pricing, context, interface fit, and key visibility into one decision card.
开源路线里高质量的 Google 家族代表。
更适合高频调用和低成本试用场景。
This is a cross-provider comparison. Start with the job boundary, then verify what your key can actually see.
The listed price band is close, so the real difference is more likely context, capability surface, rate limits, and supply stability.
When context is similar, compare output quality, API stability, limits, and actually callable models first.
Do not start with which model is absolutely stronger. Start with the boundary: cost, context, speed, quality, ecosystem, or supply stability.
If you already hold a key, the valuable check is provider identity, callable models, and whether balance, limits, or subscription status are visible.
Commercially, do not look at model names alone. Combine price, limits, region, upstream stability, and ongoing monitoring.
