Skip to content
Makeup Artists · comparison

Deskwise vs LLM routers & AI gateways (OpenRouter, LiteLLM, Portkey) — for makeup artists

OpenRouter, LiteLLM, Portkey, and Martian are AI gateways — infrastructure for engineering teams that route model calls, add observability, and control cost. They're excellent at that. But they optimize for infrastructure metrics (inference speed, developer velocity, error visibility), and it's still on YOU to turn model calls into business outcomes. Deskwise is the layer above: it bundles routing, per-model observability, and one-click model swap, then points all of it at revenue. Here's the honest comparison for a business (not an ML platform team). Below, the same honest breakdown — through the lens of a makeup artists business.

All comparisons
Best for Deskwise

A business that wants the AI to actually DO the work and produce revenue — answer calls, book jobs, run the back office — with routing and observability built in, not assembled.

Best for LLM routers & AI gateways (OpenRouter, LiteLLM, Portkey)

Engineering teams building their own AI product who need a thin, flexible gateway to route across providers and watch cost/latency/errors themselves.

Side-by-side
FeatureDeskwiseLLM routers & AI gateways (OpenRouter, LiteLLM, Portkey)
What it optimizes forBusiness revenue — booked, billed, collected dollarsCost, latency, developer velocity, error visibility
Success metricYour conversion rate and attributed revenueTokens per second, uptime, spend
Does the work end-to-endYes — answers, books, invoices, follows up across 1,000+ appsNo — it routes model calls; you build the product
Multi-provider routingBuilt in (Anthropic + OpenRouter fallback)Yes — this is their core
Per-model observabilityBuilt in — success rate, latency, cost, failuresYes — their strength (esp. Portkey)
Swap model without a deployOne click per agentConfig change (LiteLLM/OpenRouter)
Who it's forBusiness owners and operators, no engineersDevelopers and ML platform teams
Time to valueMinutes — sign up, it's workingDays-to-weeks of integration into your own app
Raw gateway flexibilityOpinionated — built for the outcome, not a toolkitMaximum flexibility to build anything
Self-hostable proxyNo — managed SaaSYes (LiteLLM) — full control of infra
The verdict

If you're an engineering team building your own AI product, use a gateway — that's exactly what they're for, and they're good at it. If you run a BUSINESS and want AI that produces revenue instead of a toolkit you have to build on, that's Deskwise: the routing and observability are already inside, pointed at the outcome. We're not competing with the gateway — we're the Revenue Router that sits above it.

What this means for a makeup artists business

Event makeup booked on first DM. Inquiry-to-deposit takes too many touches. For makeup artists operators specifically, Deskwise ships as a specialist premium system out of the box — high-skill specialist · consult + deposit. That means the comparison above isn't abstract: the booking flows, reminders, and follow-ups referenced in the table arrive pre-configured for how a makeup artists business actually runs.

  • Consult-first flow before paid work
  • Always-on deposits to convert inquiries
  • Portfolio review + ref-image collection
  • Quote-to-deposit-to-day handoff
  • Auto-archive ghosted inquiries
  • Returning-client priority queue

Hire an AI employee for your makeup artists business.

Answers every call and text 24/7, books, takes payment, and follows up — from $99/mo. Live in minutes, cancel anytime.