The multi-model reality
Every serious 2026 workflow uses at least three models. Nobody wants three subscriptions, three billing pages, three moderation policies, three sets of credentials. Aggregators solve exactly this — one login, one credit balance, one billing surface across every top model.
The pricing arbitrage
Aggregators buy compute at bulk rates. In several categories, going through an aggregator is now cheaper than the model's own direct pricing — plus you get switchable models on the same prompt. That is not a temporary quirk; it is structural.
What aggregators still need to fix
Latency (routing overhead adds seconds), advanced parameter surface (some aggregators hide model-specific knobs), and roadmap transparency (which model gets a new version first). The winners of the next two years will be the ones who close these gaps.
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