Why is my AI agent so expensive to run?

The usual cause is that your agent calls a premium model (Claude Opus 4.7 at $15/$75 per 1M tokens, GPT-5.5 at $5/$30) for every request — including trivial ones like simple Q&A, code formatting, or translation. For those tasks, Gemini Flash ($0.30/M output), DeepSeek V4 Flash ($0.14/$0.28), or Claude Haiku ($5/M) would deliver the same quality at 15-250x lower cost. In a typical agent workload, about 80% of calls don't need the premium model. ClawRouters analyzes each call in 10ms and routes it to the cheapest capable model — typical users save 70-90% on their monthly bill.

How do I reduce OpenClaw AI API costs?

OpenClaw is OpenAI-compatible, so you can change its base_url to a smart routing proxy like ClawRouters. The proxy analyzes each call (coding vs formatting vs reasoning) and sends it to the cheapest model that can handle it. No code changes — just one config line in your openclaw.json. Typical OpenClaw users cut their token bill 70-90% without any loss in output quality. Pricing starts at $29/mo (Starter plan, 10M tokens included) or $99/mo (Pro, 20M tokens/month with up to 500K that can run on Opus).

ClawRouters vs OpenRouter — which is better for cost savings?

OpenRouter and LiteLLM give you multi-model access under one API key — but you still manually pick which model to call. That's why most developers default to the premium model and bleed money. ClawRouters is different: we automatically pick the cheapest capable model per task, in 10ms. OpenRouter solved access; ClawRouters solves cost. ClawRouters also adds features OpenRouter doesn't: per-end-user token tracking (for SaaS agent builders sharing keys with customers), auto top-up, BYOK fallback opt-in, and OpenClaw-native integration.

What's the cheapest model for coding agents in 2026?

For code formatting and simple edits: Claude Haiku 4.5 ($1/$5 per 1M) or DeepSeek V4 Flash ($0.14/$0.28). For medium-complexity coding: Claude Sonnet 4.6 ($3/$15), GPT-5.4 ($2.5/$15), Kimi K2.6 ($0.60/$4), or DeepSeek V4 Pro ($1.74/$3.48). Only escalate to Claude Opus 4.7 ($15/$75) or GPT-5.5 ($5/$30) for genuinely complex reasoning or architectural design. A smart router like ClawRouters makes this decision per-call automatically based on the task — you don't need to configure it by hand.

How does task-aware routing save money vs. just using one model?

Most AI agent workloads break down roughly as: 60% simple Q&A/translation/formatting, 25% medium coding/analysis, 15% complex reasoning. If you send all of them to Claude Opus ($75/M output), you pay full price for every call. If you task-route instead: 60% → Gemini Flash at $0.30/M (250x cheaper), 25% → Claude Haiku at $5/M (15x cheaper), 15% → Opus (no change). Blended savings ≈ 80-90% vs. Opus-everything, with no quality degradation. This is the math behind the 70-90% typical savings.

Is ClawRouters safe with my data?

Yes. ClawRouters is a routing proxy — we classify the task type (in 10ms, on our servers) to pick a model, then forward your request directly to the model provider (OpenAI, Anthropic, Google) over encrypted connections. We don't train on your data. We log minimal metadata (token counts, model used, timing) for usage dashboards, not prompt content beyond a 500-char snippet for classifier improvement which you can opt out of. BYOK keys are encrypted at rest with AES-256-GCM.

How do I track per-customer API costs when I share my ClawRouters key across my SaaS users?

Pass a stable per-customer ID in the OpenAI SDK's 'user' parameter with every request. ClawRouters writes this to each usage log and surfaces aggregated per-end-user breakdowns in your dashboard — requests, cost, tokens, models used, first/last seen. This is built-in and included with every plan. It's essential for SaaS agent builders (e.g. an OpenClaw-based product) who share keys across customers and need to attribute cost back to each one.

10ms Smart Routing·50+ Models·One lineintegration

Cut 70–90% off your AI bill

−0%API cost

Smart routing for OpenAI-compatible agents. One config change. Same quality. Dramatic savings.
Same Agent. Same quality. Your bill changes.

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5,000+Agent integrations

★ 4.9User rating

78%Avg. savings

Monthly API CallsDrag or type

calls/mo

All Opus

$1500.00

With ClawRouters

$360.87

Monthly Savings

$0.00

Save 0.0%

SOC 2 Certified

99.9% Uptime

Global CDN

Compatible platforms

OpenClaw

LangChain

CrewAI

AutoGPT

n8n

Flowise

Everything you need to cut Agent costs — nothing you don't.

Smart routing that saves you money on every API call.

Intelligent Routing

10ms per-call decision

Every request is analyzed in 10ms and routed to the cheapest capable model — not just the one you guessed.

Universal Compatibility

One line change

Works with any OpenAI-compatible agent. One base_url change. Zero code changes.

50+ Models

All providers, one key

GPT, Claude, Gemini, DeepSeek, Kimi, Qwen, GLM — all behind one API key.

Cost Transparency

Real-time savings dashboard

See exactly what each call costs, what it would have cost without routing, and where your savings come from.

Who uses ClawRouters?

AI Agent Platform

Cut user's Agent costs by 70%

Save $12,000+/mo

Customer Service AI

Auto-save on 100K daily conversations

Save $8,500+/mo

Content Generation

Smart route by task type

Save $15,000+/mo

Simple Pricing. Smart Savings.

Pay for savings, no hidden fees.

Free

For individual developers to try

$0/mo

Bring your own Provider Keys (BYOK)
30 req/min
All routing strategies
Explicit model selection
Basic dashboard
Community support

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Starter

For small teams and startups

$29/mo

10M tokens/mo included
200 req/min
Smart routing (balanced)
Full dashboard + cost analytics
Email support
Top-up: $8/3M tokens

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Pro

For high-load production

$99/mo

20M tokens + 500K Opus tokens
600 req/min
Enhanced routing + 30% Opus boost
Advanced analytics + API monitoring
Priority support
Custom integration assistance

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Frequently Asked Questions

How much code do I need to change?

Just one line: change base_url from api.openai.com to api.clawrouters.com. Nothing else needs to change.

Will it affect response speed?

No. Our routing decision completes in 10ms, negligible compared to the 1-3 second typical AI call duration.

Can it really save that much?

Depends on your task distribution. If you're all-Opus now and 50% are simple tasks, then yes — 70-90% savings. Our dashboard shows real-time savings.

Is the Free plan enough?

Free plan requires your own Provider Keys (BYOK) but routing is completely free. Great for individual developers and small projects. Paid plans provide system keys and higher rate limits.