Same AI output. Smaller bill.
No code changes. No prompts read. Just the cheaper path to the same results.
AI spend is the new cloud bill. Most companies are flying blind.
Your AI bill grew 300% this year. Your control didn't.
Models get deployed faster than they can be monitored. Expensive models run on tasks that don't need them. And no one has a clean answer to "what are we spending on?"
Tokenwise gives you that answer.
Built for Everyone.
Right-size every model deployment
Tokenwise classifies each record by computational complexity, surfacing where an oversized model is running across your organization. Quantify the cost differential between deployed capability and actual requirement.
Unified visibility across providers
Consolidate AI consumption from Anthropic, OpenAI, and additional providers into a single analytics layer. Recommendations remain strictly intra-provider — preserving vendor relationships and contractual commitments.
Recoverable spend, quantified
Tokenwise pinpoints every record running on an oversized model and shows the exact dollars you can recover by right-sizing it. Recommendations stay within your existing provider, so you can act on them today.
How it works
Connect your providers
Provision a read-only Analytics API key from your Anthropic and OpenAI organizations. Setup completes in under five minutes per provider.
Continuous analysis
Tokenwise ingests usage data daily and surfaces recoverable spend across your organization, ranked by how much each rightsizing move is worth.
Act on findings
Review actionable recommendations across teams and models. Quantify projected recoverable spend before implementation.
See where your AI capacity is over-deployed.
Schedule a fifteen-minute walkthrough with our team. We will review your environment and identify immediate opportunities to recover spend.