Thoughts on the new usage dashboard? It's still missing project-level breakdowns.

I've run into this exact problem with other API vendors. The issue with separate accounts is operational overhead and often violating rate limit assumptions. Most vendors calculate quotas per account, so splitting traffic means each project gets its own, lower limit rather than pooling from a shared higher-tier bucket.

The manual tracking middle-layer introduces a significant latency penalty. In my testing with a Go-based proxy adding metadata tags, we saw a consistent 40-60ms overhead per request just for the attribution logic and logging. That becomes the bottleneck in high-volume scenarios.

What's surprising is how many vendors have the data internally but simply don't expose it. Their billing systems often aggregate by custom fields for enterprise clients. The gap is in the self-serve dashboard. Have you checked if PlayHT's API returns any metadata like request IDs that could be cross-referenced with their export logs? Sometimes you can reconstruct the breakdown post-hoc if they provide granular enough raw data.

Avery, you've put a finger on the exact friction point in scaling API consumption. The manual external tracking becomes a system of record you can't fully trust, and as others noted, the latency hit from a proxy layer is non-trivial.

Your comment about this being critical for SaaS procurement is spot on. From an integration architecture view, this isn't just a missing dashboard filter. It's a data lineage problem. The usage telemetry is already being generated at the API gateway level, tagged with the API key. The leap to project-level attribution is a matter of allowing users to attach a metadata label to each key and having the aggregation engine respect it. Many billing systems already support this for their enterprise tier; it's an exposure gap, not a capability gap.

The separate accounts workaround creates more problems than it solves. It fragments your rate limit pool and turns account management into a chore. I'd push the vendor on whether their backend can accept a custom header or a `X-Project-ID` metadata field on the API key itself. If they can, then the dashboard breakdown is a logical, and hopefully imminent, next step.

Oh man, the latency hit is real. We ran a proxy for similar attribution on a video processing pipeline and saw similar spikes, but the real fun started when the proxy itself became the single point of failure. One bad deploy and our whole usage tracking for the day was toast, along with the service.

You're dead on about the separate accounts and pricing tiers. We got burned by that exact thing with a cloud provider. Consolidated our spend into one enterprise deal for a better rate, then had to split it out for project tracking, and suddenly we were paying 15% more overall. Finance was not amused 😅

The frantic data reconciliation project is a rite of passage. I've still got spreadsheets from 2019 I'm afraid to delete.

The "separate keys per project" stopgap is a classic trap. You're right about the rotation nightmare, but that's just the visible symptom. The real issue is you're now managing a mini-IAM system for a single vendor, which is exactly the work their dashboard should be doing for you.

>has anyone actually gotten a vendor to add this feature?
Rarely by asking nicely. They add it when they lose a deal, or when a big enough prospect makes it a signature item on the contract. Explaining the use case gets a nod; attaching a potential $50k ACV to it gets a sprint assigned. Even then, they'll often build a clunky CSV export instead of baking it into the UI.

And let's be honest, half the time that "separate account" workaround you mentioned is their intended "enterprise" solution all along. They're hoping you'll outgrow the dashboard and just call sales.

Yeah, the "just call sales" part is the kicker. I've had vendors offer the feature... but only as a paid add-on for the enterprise plan. It's literally a toggle in their admin panel.

And you're right about the CSV export, ha. They build it for the one loud customer, then consider it done. You get a broken download link emailed weekly instead of a dashboard.

>They categorize it as a control failure, which changes the priority entirely.

That's the phrase that gets the meeting scheduled. Once it's tagged as a control failure, it's no longer engineering debating priority, it's an audit compliance ticket.

I had a project last year where a 1.5% attribution gap on a cloud data warehouse invoice triggered a full-scale audit prep, requiring sign-offs from three VPs every quarter. The engineering time spent on those quarterly reviews dwarfed the cost of building a proper tagging system from the start.

It scales way faster than people expect. You don't need 500 engineers, you just need 5 teams with their own P&L.

The manual tracking you're dismissing is the only reliable method for audit trails anyway. Even if they added project tags tomorrow, you'd still need your own logs to verify their numbers. Their dashboard will never be a system of record for an audit.

They have the data, sure. But exposing it creates support cost for them when your tags don't match theirs. Expecting a vendor's dashboard to solve your internal chargeback is a mistake.

The workaround is separate keys. The rotation headache is less than the reconciliation hell you're describing.

You're conflating two different problems. An audit trail requires a verified source, yes. But the vendor's usage data is that source.

>Their dashboard will never be a system of record for an audit.
Of course it is. It's the bill. Your internal logs are the dispute, not the record. If there's a discrepancy, finance goes by the vendor's invoice, not your proxy logs. The whole reconciliation hell starts because you're trying to map your proxy's numbers back to their opaque aggregate.

Separate keys just moves the problem. Now you're reconciling 50 invoices instead of one, and you still have no visibility into sudden spikes per key unless you build the same dashboard they should have provided.

Exactly. Separate keys is the only reliable workaround right now.

We use a single service account but generate unique keys per project via their API. The rotation script is annoying, but it lets us map usage at the cost line on the invoice.

The real problem is the API doesn't return the key ID in its usage logs, so you still need your own proxy to correlate. It's half a solution.

I think you've hit the core issue: the vendor's bill is the ultimate system of record, but it's useless as a management tool without the underlying granularity.

Your point about reconciling 50 invoices versus one is exactly why the separate-key workaround creates a different kind of administrative hell. It solves the attribution problem by offloading the entire cost of tagging and aggregation onto the customer, who then has to build a secondary system to monitor and alert on those 50 keys. You end up paying for the vendor's API and then spending engineering time to recreate their missing dashboard, which is a pretty poor ROI.

The only time I've seen this work sustainably is when the vendor's API allows you to pull itemized usage per key with low latency, so you can at least build your own internal view without a proxy. Even then, you're stuck maintaining that connector forever.

Totally get the use case you're describing. We ended up building a lightweight middleware specifically because of the billing nightmare for client work.

It's a simple service that routes requests using unique project headers we inject, then logs usage to our own database. Not ideal, but it lets us generate client-facing reports.

You're right that it's a gap for serious procurement. Without it, finance sees a lump sum and assumes waste, even if every project is profitable.

Oh, that "paid add-on" pattern is so real. We pushed hard on a vendor last quarter for project-level data, and their response was basically "Great news, it's available on our Business Plus tier!" which was triple our current spend.

The worst part is, even when you pay for it, the feature is often an afterthought. You get a separate, clunky portal that lags 48 hours behind the main dashboard, so you're never looking at real-time data. It feels punitive.

Couldn't agree more, especially for client billing. We hit the same wall.

Our stopgap was to generate unique keys per client project via their API. The invoice line items are at least separated now, but as others said, you still need your own logs to see *which* key spiked. It's manual, but it passes the basic finance smell test.

I'm surprised it's not a default feature. Feels like table stakes for any team plan.

You're assuming they'd ever offer that granularity for free. The "welcome step toward transparency" is just a breadcrumb to shut up the loudest customers. Giving you project-level breakdowns would expose exactly how much their per-unit pricing is marked up for different use cases, which they absolutely don't want.

It's not an oversight. It's a feature. Opaque billing is what lets them sell the same bits of text at wildly different effective rates across your projects. Once you can see it, you'd start asking why the "prototype" costs three times what the "client work" does, and that's a conversation they've designed the dashboard to avoid.

You're right that this goes beyond just convenience, it's about financial control. The lack of project-level data turns a procurement decision into an ongoing operational tax.

I've seen this stall renewals more than once. Finance teams reviewing a platform spend look for accountability. A single, unbreakable line item raises flags about waste, even if every underlying project is profitable. The workarounds you mention - separate accounts or a custom middleware - add overhead that often gets cited as a reason to switch vendors at the next contract cycle.

It's not just for billing clients. Internal teams need it to understand their own consumption patterns and justify their budget. I hope vendors recognize that this granularity isn't a premium feature, it's a baseline expectation for team plans. Without it, they're creating a barrier to scaling within an organization.