Scenario comparison

Compare the workflow, not just the model name.

These three synthetic paths show how the same deterministic engine translates calls, retries, cache behavior, users, and price into a business result.

Illustrative local preview — not current provider data
01

AI support

Multi-turn answers, intent routing, and human handoff

Cost / successful task
$0.0240
Typical user / month
$2.88
Monthly AI cost
$2,880.07
Modeled margin
72.4%
Evidence boundary
Illustrative local preview — not current provider data
02

Coding agent

Generation, tests, tools, retries, and review

Cost / successful task
$0.0387
Typical user / month
$4.64
Monthly AI cost
$4,639.94
Modeled margin
63.1%
Evidence boundary
Illustrative local preview — not current provider data
03

RAG search

Retrieval, grounded generation, and answer validation

Cost / successful task
$0.0306
Typical user / month
$3.67
Monthly AI cost
$3,673.00
Modeled margin
68.2%
Evidence boundary
Illustrative local preview — not current provider data