Stop Tokenmaxxing.
Start Saving.
Real-time token optimization and governance for autonomous AI agents. Cut LLM costs by 50–80% without sacrificing performance.
The agent cost trap is real
In agentic loops every iteration rebills the full context. Teams discover the damage at month-end. No unified cost optimization layer exists — until now.
of orgs misestimate AI costs by more than 10%
underestimate AI infrastructure costs — IDC 2027
of agentic AI projects will be canceled — cost runaway is #1 reason
The Loop Is Where the Money Goes to Die
A 10-cycle agent loop consumes 50× the tokens of a single pass. 97% of those costs happen at the context phase — invisible to the teams running them.
Autonomous systems run 24/7 with zero spend visibility. TokenAxe intercepts, analyzes, and optimizes in real time.
per loop
Observe → Govern → Optimize
TokenAxe sits between your agents and LLM APIs, giving you the full governance stack in one platform.
Real-Time Visibility
See token spend across every model and agent live — not at month-end. Full transparency into every agent interaction.
Context Pruning
Automatically trim stale context from agentic loops before costs compound. Zero impact on output quality.
Intelligent Model Routing
Route tasks to the most cost-effective model based on complexity. Use flagship models where they matter, save everywhere else.
Loop Detection & Prevention
A 10-cycle agent loop consumes 50× the tokens of a single pass. We detect and stop runaway loops before they bill.
Governance Policies
Set budget caps, alert thresholds, and spend guardrails. Enterprise-ready with SOC 2 Type I compliance.
Prompt Caching
Cache repeated prompt segments automatically. Common prefixes get reused — not rebilled — on every call.
Real-time token intelligence
Live dashboards, per-agent budgets, and automatic optimizations — all visible as they happen.
⚠ Over budget — loop prevention triggered
Works with your entire stack
Drop TokenAxe into any agentic workflow. Native plugins for the top frameworks, proxy support for everything else.
Native plugin. Deploy token governance directly inside OpenClaw workflows with zero configuration.
Full GPT-4o, GPT-4 Turbo, and o-series support with per-call token attribution and budget controls.
Claude 3.5, Claude 4 family — including prompt caching natively via our Anthropic proxy.
Wrap LangChain agents with TokenAxe middleware. Per-chain and per-tool token tracking out of the box.
RAG pipeline token tracking, query engine costs, and full retrieval context auditing.
Command R+ and Embed v3 support with embedding token cost attribution.
Mixtral 8x7B, Mistral Large — route to Mistral automatically when cost/quality ratio fits.
Multi-agent conversation tracking. Monitor token costs across every agent-to-agent exchange.
Up and running in minutes
No infrastructure changes. Just point your agents at TokenAxe and watch costs drop.
Connect
Install the TokenAxe SDK or use our REST proxy. Works with OpenAI, Anthropic, Cohere, and more.
Analyze
We immediately start tracking token usage per agent, per model, per task — with full loop detection.
Optimize
Enable auto-pruning, model routing, and prompt caching. Watch your bill shrink in the first billing cycle.
Pricing anchored to your savings
Pay a fraction of what TokenAxe saves you. ROI is typically 5–10× in month one.
Free
Get the tool in your hands, no friction.
- Up to 3 agents
- Basic token analytics
- 7-day retention
- Community access
- OpenClaw plugin
Pro
For growing teams running serious agentic workloads.
- Unlimited agents
- Loop detection & prevention
- Model delegation routing
- Context pruning engine
- 30-day retention
- Slack & email alerts
- Priority support
Enterprise
Full governance, compliance, and dedicated SLAs.
- Everything in Pro
- Custom governance policies
- SOC 2 Type I compliance
- Dedicated SLAs
- SSO & RBAC
- Unlimited retention
- Dedicated success manager
Join the token-aware movement
Like FinOps for cloud, we're building the governance standard for agentic AI — community first. 1,000 builders sharing benchmarks before our first enterprise deal closes.
Frequently asked questions
Won't model providers just build this natively?
How does TokenAxe integrate with my existing stack?
Does context pruning affect output quality?
What's the typical ROI timeline?
Is my data safe?
Stop tokenmaxxing before your next sprint.
Join the waitlist and be first to know when TokenAxe opens early access. We'll reach out personally — no spam, just a conversation about your agentic setup.
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