H-REVN™ Simulation

Workflow resume calculator

A realistic calculator to measure the cost of resuming interrupted workflows

This landing adds a more realistic lens than the aggregate simulation: it compares context reconstruction against resume from verifiable state, and distinguishes theoretical token savings from realistic savings under a monthly plan or reference budget.

Calculator

The block below reproduces the realistic V5 calculator and lets you adjust interrupted workflow parameters. It is not a guaranteed savings promise; it is an operational reading tool.

HREVN™ Trust Layer

Realistic workflow restart cost calculator

This V5 version distinguishes between theoretical token savings and a realistic reading inside a monthly plan. If monthly savings exceed the reference plan, the excess is still valued at marginal token pricing.

Workflow parameters

Model assumption: without HREVN, an interruption forces the workflow to rebuild all context already executed up to the cut point. With HREVN, the system resumes from the last verifiable checkpoint and only reruns the interrupted step, plus a small resume overhead.
Plans and public references: this widget includes public presets for Claude Max 20x — $200/month and ChatGPT Pro — $200/month. These presets are valid at the time this widget was prepared and according to known official sources. If plans or prices change, the widget should be updated.
Weekly cost without HREVN
Weekly cost with HREVN

Potential weekly savings

$0.00

Theoretical monthly savings

$0.00
Without cap

Realistic monthly savings

$0.00

Theoretical annual savings

$0.00
Without cap

Per interruption comparison

Scenario Extra tokens Extra cost
Without HREVN
With HREVN
Difference
How this widget works:
  • Theoretical weekly / monthly / annual savings: calculated freely from token counts and marginal prices.
  • “Plan + excess billed separately” mode: the monthly plan is used as a visible frame, but if potential savings exceed that frame, the excess is still valued at marginal token pricing.
  • Not an artificial hard cap: it is a more realistic reading of how a user may continue consuming service after using what is included in a plan.
  • Purpose: show context reconstruction cost without HREVN versus verifiable resume with HREVN.

The problem

Interruption does not mean zero cost

When a workflow is cut halfway through, much of the cost appears on re-entry: rebuilding context, reinjecting inputs and repeating steps that were already executed.

The useful metric depends on the frame

In practice it helps to separate theoretical token savings from realistic savings under a monthly plan, fixed budget or additional marginal consumption.

How to read it

1. Adjust the real workflow

Enter steps, interruption point, weekly frequency and average tokenization to bring the simulation closer to your operational case.

2. Compare theory and reality

The gap between theoretical and realistic savings helps frame impact under a monthly plan, not only under marginal token pricing.

3. Read continuity, not magic

H-REVN does not invent savings where they do not exist. What changes is the resume model: verifiable checkpoint instead of blind context reconstruction.

Where H-REVN fits

This calculator does not replace a full economic analysis. It helps make one concrete point visible: when a workflow can resume from verifiable state, re-entry friction changes. That is where H-REVN adds technical value: it preserves auditable continuity across interruption, resume and downstream review.

Contact

For technical or institutional questions about this calculator and its relation to H-REVN, write to contact@hrevn.com.