Agents that cost less and get more done

You don't need to rebuild your agent. Tune the prompts, tool descriptions and settings around it, then keep the versions that cost less and complete more tasks successfully.

Get a custom benchmark

Token spend per run

Baseline
Artemis

−36.9%

CrewAI agent · mathematical reasoning, correctness statistically unchanged

Lower cost and better task completion

Lower cost per task

Use fewer tokens to complete the same task, so each agent run costs less.

More tasks completed on the first try

Fewer incorrect or incomplete responses mean fewer retries and fewer tasks handed off to a person.

No rebuild required

Keep the same agent and model. Only the settings around it change.

Validated on production agents.

Optimize the harness (prompts, tool descriptions, routing) around agents already running in production.

−36.9%token spend per run
CrewAI agent
Mathematical reasoningNo significant correctness change
+13.6%task success rate
ALE agent
AtCoder Heuristic ContestPrompt optimization
+22%accuracy
MathTales-Teacher agent
Qwen2.5-7B, self-hostedGSM8K

The savings repeat on every agent run.

A small saving on each task adds up quickly across thousands of runs. As usage grows, so do the total savings.

Artemis
The agent's prompts, tools and parametersDiscoverythe part nobody revisits after it works−36.9% tokens
One agent runAgent Runa few dozen model calls
One customer requestChatone or more runs
Your whole request volumeBillingthe bill at the end of the month+$0.00

See how much less your agent could cost.

We benchmark the agent you already run, then show you what a discovery run finds.

Get a custom benchmark