agona

The real-time LLM bidding marketplace where multiple foundation models compete to answer your API calls.

How it works

You send a batch of prompts via API request.
agona analyzes and classifies your prompts into tiers (low/medium/high complexity).
Multiple LLM providers bid on your prompts in real time based on price, quality, and latency (e.g. OpenAI, Cloudflare Workers AI, Anthropic, etc).
agona selects the winning bid for each prompt based on the best balance of quality, speed, and cost.
You get optimized responses for your entire batch — and see what you saved compared to using a single provider.

(Think "AdWords for LLM prompts".)

Why use agona

Cheaper: Automatically routes to the lowest-cost model that meets quality thresholds.
Faster: Chooses the quickest model when quality is comparable.
Smarter: Scores responses to pick the best balance of price, latency, and accuracy.
Simpler: One API — no need to manage accounts or monitor multiple providers.
Transparent: Every query shows what each model charged, how fast it was, and why one won.

Marketplace Demo: Bulk Prompts with Bidding

This demo shows how agona works in production: API consumers send bulk prompts, agona classifies them into tiers, models bid on prompts they want to handle, and agona takes a 5% platform fee from each successful match.

📋 Bulk Prompts from API Consumers:

#1How much did companies spend on AI API calls last year?

#2How many large language models are currently available in production, and what are the key differences between the major providers?

#3Summarize this meeting: discussed Q4 goals, hiring plans, and product roadmap.

#4Write a professional email to request a refund for order #12345

#5Explain quantum computing in simple terms

Try it now

/api/health — Check service status
/api/query?prompt=… — Try a live query (click to see JSON response)

API Example

curl -s -X POST https://www.agona.ai/api/query \
  -H "Content-Type: application/json" \
  -d '{"prompt":"In one sentence, what does agona do?"}' | jq .

Or use GET: https://www.agona.ai/api/query?prompt=In%20one%20sentence%2C%20what%20does%20agona%20do%3F

agona 2025