You're adding AI features to increase value-per-user. But what's the actual cost? Cost per user. Cost per feature. Margin per tier. See it all in one dashboard. Scale confidently.
AI features increase your ARPU. But you can't model margins. You don't know if that $99/month premium tier is actually profitable when you're spending $50/month on LLM calls.
Premium users use more AI features. But you don't know the actual cost-per-premium-user. Is your $99 tier profitable? Unknown.
Which AI features are the most expensive? Which drive the most value? You can't answer it, so you can't prioritize engineering work.
As user volume grows, so do LLM costs. But you don't track margins by tier. You might unknowingly become unprofitable in a product tier.
Tag every API call with user ID and feature name. Tokonomics instantly shows cost per user, cost per feature, margin per tier. See your real unit economics.
See exactly what you spend on free vs starter vs pro vs enterprise tiers. Know which tiers are profitable.
Which AI feature costs you the most? Ranking, summarization, search? See costs ranked. Prioritize optimization.
Model "if we grow to 10K users, what's the LLM cost?" Know your profitability before you scale.
If a feature starts consuming more tokens than expected, get alerted. Fix the prompt. Cut costs. No damage.
You have 1,000 users: 800 free-tier, 200 paying ($29/mo). Here's what Tokonomics shows you:
| User Segment | Count | Monthly Revenue | AI Cost/User | Profitability |
|---|---|---|---|---|
| Free tier | 800 | $0 | $0.12/user | Loss: -$96/mo |
| Paid tier | 200 | $5,800/mo | $0.85/user | Profit: $4,830/mo ✓ |
Insight: Free tier costs you $96/mo but drives conversions. Paid tier has 7:1 margin. Keep free tier lean, optimize paid tier for AI features.
Include user_id in your request: X-Metering-Tags: {"user_id":"user_123","feature":"summarize"}. Tokonomics groups costs.
Yes. CSV export of costs per user, per feature, per day. Integrate with your BI tool or data warehouse.
Set per-feature budgets. If a feature exceeds its budget, we alert you or block it. You decide.
Yes. Full REST API. Send costs to Mixpanel, Segment, Amplitude, or your own data warehouse.
Yes. Dashboard shows 30/90-day cost trends per user tier, per feature. Spot cost inflation early.
No prompts or completions are logged. Only token counts and costs. Full GDPR compliance.
Free plan: $0/month, 100 API calls. See per-user, per-feature costs immediately. Pro plan: $49/month, unlimited calls + full analytics.
Start Free →