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EvaEsi Reasoning Deep

A longer deliberation budget and a wider evidence sweep.

Overview

Reasoning Deep is Reasoning given more room: a wider sweep of sources, a longer chain of work, and the largest output allowance in the family. It is the most expensive way to ask a question on the platform and it should feel like it. Reach for it when the answer is going into a decision, a filing, or a document someone will rely on.

How it behaves

The widest sweep and the longest chain of work.

SpeedDeliberate
Depth of thinkingDeepest

Speed and depth trade against each other across a family. The faster versions cost more per rung, not less: what is being bought is a shorter wait, and reserving capacity to answer promptly costs more than using it whenever it is free.

Choosing this model

Reach for it when

  • Long-form research and written analysis
  • Questions where a shallow answer is worse than no answer
  • Work that will be reviewed, cited or acted on

Reach for something else when

  • Use reasoning when standard depth already answers the question.
  • Use reasoning.fast when you need an answer inside an interactive wait.

Others in the Reasoning family

Example

curl https://evaesi.dev/api/v1/responses \
  -H "Authorization: Bearer esi_dev_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "reasoning.deep",
    "prompt": "Explain what this service does."
  }'

Pricing

Published rates for this model, read live from the platform. API usage is billed at these rates; subscription plans draw from a monthly allowance instead, shown below.

£0.42per million input rungs
£1.40per million output rungs

Limits

PropertyValue
Model idreasoning.deep
Served byreasoning
Max input rungs200,000
Max output rungs96,000
StatusAvailable

Plan terms

Subscription plans include a monthly rung allowance on each model, and apply a multiplier when drawing that allowance down. API usage is billed at the rates above and is not drawn from a plan allowance.

PlanMonthly allowanceMultiplier
Lite250,0002×
Standard5,000,0002×
Developer5,000,0001.80×
PremiumUnlimited1.50×