LLM Cost Arbitrage

AI costs, cut to the bone.
Every single time.

Yielding Bear routes every LLM request to the most efficient model automatically — fast models for simple tasks, high-reasoning models for complex work. One API. Every model. Drop into your existing stack — no refactoring required.

⚠️

The hidden inefficiency in every AI stack

Most AI teams route every request through their flagship model — including the simple tasks that don't actually need that level of reasoning. Summarizing an email, translating a paragraph, or formatting a response gets routed to a $3-15/1M model. That's a meaningful premium on tasks that often get the same quality output from a $0.04-0.10/1M model in a fraction of the time.

Many

requests don't need high-reasoning models

Premium

pricing for simple tasks on flagship models

Lower cost*

by routing to the right model

Same quality*

with smart task-to-model routing

Yielding Bear Fixes This

Every request is analyzed by our routing layer — lightweight tasks go to fast, low-cost models (Llama 3B, DeepSeek V3 at <$0.07/1M). Complex reasoning goes to Claude 70B or Grizzly 1.0. You pay for exactly what each task needs.

How routing works

Every prompt is analyzed and sent to the right model — automatically.

Your App

Prompt comes in

Yielding Bear

Yielding Bear Router

Analyzes intent + cost

gpt-4o-mini

Right Model

Most Efficient

$

Lower Cost

Every call routed efficiently

Live routing examples

Summarize this email thread
Meta
$0.0004
Write a sales email
Yielding Bear
$0.002
Analyze quarterly P&L
Yielding Bear
$0.009
Code review PR #442
GPT-4o-mini
$0.001
Generate product images
Yielding Bear
$0.012
Translate document
Gemini 2.0 Flash
$0.0008

What-If Cost Comparison

Adjust volume and provider to see how Yielding Bear's blended rate compares at your scale. Illustrative only — actual costs depend on your model mix and traffic.

50M
10M500M1B2B2.5B
20% / 80%
5% input50/5095% input

Single Provider

Claude 3.7 Sonnet

$3.00/1M in · $15.00/1M out

$630.00

per month

Yielding Bear

Yielding Bear Unified API

Smart-routed blended rate

$0.04/1M in · $0.12/1M out

$5.20

per month

What-if monthly delta

$624.80*

Yielding Bear
Unlock Full Breakdown

Custom Bundles

Industry-optimized LLM SDK packages. Pre-configured prompts, routing logic, and guardrails — ready in minutes.

Coding

Code review, generation, refactoring, debugging

Creative

Copy, image prompts, content workflows

Finance

QuickBooks, SAP, billing, reporting

OpenClaw

For OpenClaw & Hermes Agents

Run every OpenClaw or Hermes agent on auto-pilot routing

OpenClaw and Hermes agents make hundreds of LLM calls per day. Every summarization, every code review, every reasoning task — all routed through Yielding Bear's unified API by default. One API key. Every model. Every agent. Zero refactoring required.

1

Install the skill

Run install yieldingbear to add the Yielding Bear unified API to any OpenClaw or Hermes agent session instantly.

2

Set your API key

Add YIELDINGBEAR_API_KEY to your environment. Every agent session uses Yielding Bear's routing automatically.

3

Save on every call

Agents route simple tasks to Llama 3B ($0.04/1M) and complex ones to Claude 70B only when needed. No changes to agent prompts required.

Real-world agent setups using Yielding Bear routing

OpenClaw

OpenClaw agents

Discord ops, mobile builds, customer support

Drop the Yielding Bear skill into any OpenClaw session and every LLM call — Discord replies, build logs, customer support answers, code reviews — gets routed through the unified API automatically. One env var, every model, zero agent refactoring.

Example (illustrative): $14.20 $2.10*
Hermes

Hermes agents

Deep research, multi-step investigations, code gen

Point any Hermes agent at the Yielding Bear unified endpoint and long-running research, multi-step reasoning, and engineering work all hit the most efficient model automatically. No per-call model selection, no per-prompt prompt engineering — Yielding Bear routes simple lookups to Llama 3B and reserves Claude/GPT-4o for the hard parts.

Example (illustrative): $22.40 $3.80*

Example: A busy coding agent making 500K tokens/day

Direct OpenAI

$85/day

Via Yielding Bear

$19/day

Lower cost (illustrative)*

78%*

~$2,000/month per active agent (illustrative)*

Common questions

How does Yielding Bear work?

Our unified API sits in front of 50+ models and routes each request to the most efficient model for the task. For simple tasks like summarization, it routes to a fast, low-cost model like Llama 3B. For complex reasoning, it routes to a high-reasoning model like Claude 70B. You pay one bill — we handle the routing.

What is a Custom Bundle?

Custom Bundles are pre-configured LLM packages built for specific industries — currently Coding, Creative, and Finance. Each bundle includes fine-tuned prompts, guardrails, and routing logic optimized for that industry's use cases. No setup required. More verticals coming soon — reach out if you'd like to see your industry next.

Do I need to manage multiple API keys?

No. One API key from Yielding Bear connects you to all providers. We handle provider credentials, rate limits, retries, and failover automatically.

What are guardrails?

Guardrails are built-in content filters and safety checks on every Yielding Bear model. They prevent prompt injection, PII leakage, and harmful outputs — without adding latency or extra cost.

How is this different from using a single provider?

Single providers like OpenAI charge $0.15-$3.00/1M tokens. Yielding Bear routes the same tasks to models costing $0.02-$0.12/1M when appropriate. Try the what-if calculator above to see the difference at your scale.

Route every LLM call through one API

Get a free API key. No credit card required. Start routing every LLM call automatically.

* The what-if calculator compares Yielding Bear's blended per-token rate against a single chosen provider at your stated volume. Results are illustrative — actual costs depend on your model mix, traffic patterns, and provider pricing. Not a guarantee of savings.