Send what this step needs
Keep repository, document, and workspace history available without replaying all of it to every model call.
Use fewer tokens and lower AI model cost.
Modeus sends each model only the context its step needs, routes routine work to appropriate lower-cost models when allowed, and retrieves relevant Active Memory instead of rediscovering completed work.
Scenario estimator
Estimate the effect with your own numbers.
This directional calculator isolates two levers: context you believe can be avoided and the share of remaining work that can use a lower-cost routed model.
Current input volume20.0Mtokens / month
Avoided repeated context6.0Mtokens / month
Input-cost scenario difference$105.60per month
Estimated input-cost reduction35%directional scenario
Method: current scenario assumes all input tokens use the higher-cost price. The Modeus scenario first removes the selected context share, then prices the selected routed share at the lower input rate. Output tokens, cached tokens, tool fees, subscriptions, and volume discounts are excluded.
The three levers
Three methods can reduce model usage.
The objective is to remove repeated tokens and unnecessary premium-model calls while keeping enough context and quality for the task.
Retrieve prior solutions
Reuse verified knowledge when it matches instead of paying to rediscover the same prompt, decision, or fix.
Match model depth to consequence
Routine extraction and transformation can stay focused while hard diagnosis receives stronger reasoning.
Usage visibility
Connect spend to the work that caused it.
Evaluation should compare workflows under the same task, evidence, and definition of done, not compare token counts without quality.
Group usage by outcome
Understand which recurring jobs, projects, or teams consume model resources.
Inspect model choices
See which step used deeper reasoning and where a focused path was enough.
Keep completion in view
Read cost beside verification, retries, failed work, and the finished deliverable.
Bring one high-usage workflow