The main issue is simple: Grok 4 has been retired. Anyone calling the old grok-4-0709 identifier now gets Grok 4.3 at low reasoning effort, so results labeled "Grok 4" may not come from the original model.
Even at launch, Grok 4 had trade-offs. As a reasoning-only model, it could be slow on simple questions. Its training data stopped in November 2024, so it relied on live search for anything newer, and several headline scores came from Grok 4 Heavy with tools rather than the standard model.
Its 256,000-token context window and $3/$15 pricing also look dated next to its successors, which offer larger windows at lower prices. If you are choosing a model today, compare current Grok releases with rivals on your own tasks rather than relying on Grok 4's 2025 benchmarks.