Comparisons

Our real competitor is not another product. It is a shell script, a cron entry and fifteen minutes — and for one developer it wins. Here is exactly where it stops winning, with no exaggeration of the gap.

SpecStory saves your AI conversations into the repository as markdown. PromptWake records them off to the side, across every tool on the machine. Same category, two genuinely different bets — here is which one fits.

Langfuse traces the LLM calls your application makes. PromptWake records the AI conversations your developers have. They are not alternatives — here is how to tell which one your question belongs to.

LangSmith traces the agents you build. PromptWake records the agents you use. Both talk about 'agent runs' — and that shared word is the reason these two end up in the same evaluation.

Helicone logs the model calls your application makes, usually by pointing your base URL at their proxy. PromptWake records the AI coding your developers do — which never passes through any proxy you control.

"We already have Datadog" is the most common reason teams skip this category. It is a good reason for the half Datadog covers, and it says nothing about the half it does not.

LiteLLM routes and governs the model calls your systems make. PromptWake records the AI coding your developers do. The gateway sees everything that passes through it — and a Cursor session never does.

PromptLayer manages the prompts your product ships — versioned, editable, testable by people who do not write code. PromptWake records the prompts your developers typed and never intended to reuse.

Braintrust answers whether your AI output is good. PromptWake answers where your AI output came from. Quality and provenance are different problems, and only one of them has a deadline attached.

Purview asks whether sensitive data left the company through an AI tool. PromptWake asks what AI built and whether you can reconstruct why. Two questions, two products — and if you are a Microsoft shop you may already own one of them.

Netskope can tell you which AI tools your people use and stop sensitive data reaching them. It cannot tell you what those tools wrote into your codebase — the traffic is encrypted to a vendor and the record is a file on a laptop.

Zscaler governs what reaches AI services from your organisation. PromptWake keeps what AI services sent back into your codebase. The first is a gate; the second is a ledger — and a gate keeps no ledger.

Prisma AIRS secures the AI systems you deploy — models, applications and agents at runtime. PromptWake records the AI that writes your software. Neither substitutes for the other, and confusing them leaves a real gap.