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AI//COST vs TraceUX

Independent LLM API price desk: input, output and cache rates for 300+ models from 30+ providers, traced to vendor pricing pages, plus free cost calculators. TraceUX offers free and unlimited session replay, alongside UX feedback, support tickets, announcements, logs, and performance insights. Both are listed in DevTool.

What they have in common

Both sit in DevTool.

Side by side

What it is

AI//COST
Independent LLM API price desk — compare 300+ models before you ship.
TraceUX
Free & Unlimited Session Replay and UX Suite

Best for

AI//COST
—
TraceUX
Product teams, UX researchers, developers, design and engineering managers

Problem it solves

AI//COST
—
TraceUX
Teams need deep visibility into real user behavior without incurring per-session or per-seat costs, while maintaining control over data and hosting environments.

How it works

AI//COST
—
TraceUX
A self-hosted UX suite that provides unlimited session replay, in-app feedback, support tickets, announcements, logs, and performance insights in one place, with no per-session billing and full data ownership.

Stands out for

AI//COST
—
TraceUX
Self-hosted, unlimited session replay with integrated feedback, tickets, announcements, logs, and performance insights, all without per-session charges.

Pricing

AI//COST
Free
TraceUX
Free

Categories

AI//COST
AIDevToolSaaS
TraceUX
AnalyticsDevToolProductivity

Use cases

AI//COST
—
TraceUX
Record User SessionsAnalyze User FlowsCapture In-Context FeedbackAggregate Tickets And LogsMonitor Performance Insights

Platforms

AI//COST
web
TraceUX
web

Built with

AI//COST
—
TraceUX
Google Analytics

Often compared with

AI//COST
—
TraceUX
FullStoryHotjarLogRocketCrazy EggPlain vanilla analytics tools

Upvotes

AI//COST
3
TraceUX
0

What is AI//COST?

If you are picking an LLM for a product or an agent workflow, the first useful number is not tokens per second — it is what one real request will cost. AI//COST (https://aicost.tools) is built for that: an independent price desk that turns vendor rate cards into comparable, dated figures you can trust.

Read the full AI//COST page →

What is TraceUX?

TraceUX is a self-hosted UX suite designed for product teams, UX researchers, developers, and design and engineering managers who need visibility into real user behavior without ongoing per-session or per-seat costs. It consolidates data and tools in one environment you control, aligning with teams that seek direct oversight of hosting and data management. The platform is presented as a unified solution that supports the full lifecycle of user research and product improvement within a single deployment.

Read the full TraceUX page →

FAQ

AI//COST is independent LLM API price desk — compare 300+ models before you ship, while TraceUX is free & Unlimited Session Replay and UX Suite. TraceUX stands out for: self-hosted, unlimited session replay with integrated feedback, tickets, announcements, logs, and performance insights, all without per-session charges.

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