Can MarginDash block over-budget calls without a proxy?

Yes. MarginDash adds SDK-side budget enforcement, so you can block over-budget calls by customer or feature (event type) without routing provider requests through a proxy.

How is this different from Helicone spend controls?

Helicone provides gateway-level controls (for traffic that passes through Helicone). MarginDash enforces budgets from your SDK sidecar, so app-to-provider calls remain direct while budget decisions are still enforced.

Can I use Helicone and MarginDash together?

Yes. Teams often use Helicone for gateway observability/routing and MarginDash for per-customer margin tracking, Stripe revenue reconciliation, and SDK-side budget enforcement.

Alternative

Best Helicone Alternative

Helicone is strong for gateway observability. MarginDash is built for unit economics and SDK-side budget enforcement.

If you need to track profitability and prevent over-budget calls without adding a proxy hop, MarginDash adds SDK-side budget enforcement, per-customer/event budgets, and Stripe revenue sync while your app continues calling model providers directly.

Feature	Helicone	MarginDash
Request logging/tracing	Full traces	Metadata-first cost tracking
Gateway routing/caching/rate limits		Not a gateway
Per-customer cost & feature attribution	Usage analytics
Stripe revenue sync + realized margin	Not available
Budget alerts	Gateway/project alerts
Hard budget enforcement without proxy	Through gateway controls	SDK-side guard
Prompt/response data required for core value	Depends on logging configuration	No (model + token metadata)
Primary use case	Gateway + observability	Cost control + margin + no-proxy enforcement

Budget guard, not just budget alerts

MarginDash can block over-budget calls by customer or feature using SDK-side budget enforcement. That gives you an enforcement path without switching your provider traffic to a gateway architecture.

Estimated usage vs realized margin

Gateway analytics are useful, but pricing decisions need revenue context. MarginDash syncs Stripe invoices and reconciles cost + revenue per customer so you can prioritize by profitability, not request volume.

Use both when you need both

If your team needs gateway routing and deep request observability, Helicone is a good fit. If you need customer-level economics and no-proxy budget enforcement, use MarginDash for the cost-control layer.

When to use Helicone

Choose Helicone when gateway routing, caching, and request-level observability are your primary needs. Choose MarginDash when you need per-customer margin, Stripe reconciliation, and SDK-side budget enforcement without adding a proxy dependency to the request path.

The metric that matters

Realized margin, not estimated cost

Other tools estimate cost from tokens. MarginDash reconciles actual Stripe revenue against AI costs — accounting for coupons, tiered pricing, and annual credits. You see who's profitable and who's underwater.

Customer	Revenue	Cost	Margin	Margin %
Plexo Health	$233.25	$277.20	-$43.95	-18.8%
Vantage Ops	$358.86	$421.66	-$62.80	-17.5%
Stratos Cloud	$417.32	$357.64	$59.68	14.3%
Canopy Labs	$350.89	$316.85	$34.04	9.7%
Prism Data	$105.80	$87.23	$18.57	17.6%

Connect AI costs to revenue in a few lines

Other tools estimate cost from tokens. MarginDash reconciles cost against actual revenue. Pass revenueAmountInCents and see realized margin — not guesswork.

// After your existing AI call
md.addUsage({ model: response.model,
  inputTokens: response.usage.prompt_tokens,
  outputTokens: response.usage.completion_tokens });

md.track({
  customerId: user.id,
  eventType: "summarize",
  revenueAmountInCents: subscription.amount
});

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