Compare · 2026
Glow vs Ramp AI Spend
Ramp’s AI Token Spend is a strong free tool for finance teams: every token by provider, model, key and user, with spike alerts. Glow asks a different question: is each product’s AI bill worth its revenue? It reads OpenRouter and Cloudflare per key and product, and suggests the cheaper model that keeps quality.
From ramp.com/ai-cost-monitoring, checked October 2026. Prices change; check theirs before you buy.
Side by side
| Ramp AI Spend | Glow | |
|---|---|---|
| Revenue sources | No | Stripe (one or several accounts) |
| One view per product | By project, key and user | Yes: a product tree with channels under each product |
| Costs: hosting, SaaS, cards, bank | Card and bill spend (Ramp customers) | Ramp card spend, Cloudflare and AI bills; keep-or-cancel for unused SaaS |
| AI spend by model and key | Yes: provider, model, key, user | Yes: OpenRouter and Cloudflare, per key and product, against revenue |
| SEO and analytics joined to revenue | No | Search Console, GA4 and PostHog joined to Stripe: clicks → signups → $ |
| Explains what changed | Weekly briefings, spike alerts | AI caption on every chart, daily briefing, “Glow found” nuggets with proof |
| Agents that act on the numbers | No | Daily agents grounded in your numbers; dispatch to Claude Code or Devin |
| Phone app | Ramp app (finance-wide) | Phone-first (iOS, Android), with web |
| Setup | About 5 minutes | Read-only keys, about a minute per source |
| Price | Free | Solo $19, Pro $49, Studio $99 a month |
Which one should you pick?
Pick Ramp AI Spend if
- You’re a finance team tracking AI spend across many employees and tools.
- You already run your company cards on Ramp.
Pick Glow if
- You want AI cost per product, against that product’s revenue.
- You route through OpenRouter or run models on Cloudflare.
- You want the swap suggestion: which prompts could run on a cheaper model at the same quality.
- You want it next to revenue, SEO and everything else, on your phone.
Or use both. Glow reads Ramp too: connect it as a cost source and Glow puts card spend on each product’s money-out side.
Related
Glow vs Ramp AI Spend: questions
Can Glow read Ramp?
Yes, with your own Ramp app credentials limited to transactions:read and bills:read. How it works.
Light up your numbers.
Join the beta. Connect Stripe and one AI key, and see every product’s money in, money out and AI bill in about a minute.
- Read-only keys
- Never shown again
- 2FA + Face ID
- 7-day trial