For Fleet Operators · India · Passenger vehicles

Compare acquisition, finance, utilisation, energy and replacement choices.

Separate configuration efficiency from quantities, overhead and operating assumptions.

Open the fleet example See the deliverables

Workflow / 01

Document a fleet operating-cost decision

The problem: Separate configuration efficiency from quantities, overhead and operating assumptions.
Required inputs: Vehicle configurations and quantities, distance, utilisation, finance, energy and operating costs. Bounded CSV import is supported.
What you receive: Per-vehicle and per-kilometre comparisons, fleet totals, annual cash flow and report exports.
Limits to understand: Browser saves do not synchronise to an account. Cost estimates depend on supplied operating and resale assumptions.

01Open the 10-vehicle passenger-fleet example
02Edit configurations or validate and import a CSV
03Inspect vehicle-type costs separately from fleet totals
04Export the result or save the scenario in this browser

Open the fleet example →

Studio rendering of a coordinated fleet of unbranded passenger cars and crossovers — Representative composition · fleet-comparison-v1 · 10 vehicles · 30,000 km/year each · 5 years · fixed illustrative rates. Type costs exclude shared overhead; fleet totals include it.

Auto IQ · Learn and apply

Understand the method before using the result.

Tool Guide

How do utilisation and downtime change fleet economics?

Compare costs per vehicle and per kilometre alongside fleet totals, and document the operating assumptions behind the result.

For Fleet operators · Advisers · OEM teams

20 Oct 2026

Fleet cost analysis: utilisation, downtime and energy assumptions

Read the practical guide →

White Paper

Which assumptions determine fleet EV cost parity?

Frame utilisation, charging, finance and resale as explicit assumptions that can be tested in a fleet scenario.

For Fleet operators · OEM teams · Advisers

15 Apr 2026

EV total-cost parity: a white paper framework for fleet buyers

Read the white paper →

Choose only the capability you need.

Tools and public research remain free. Data purchases cover a named approved release. API samples are evaluation material, not production access.

Tool · Cost intelligence

Free

Fleet Workspace

Compare vehicle configurations and operating assumptions for a fleet decision.

You receive: Vehicle-type comparisons, per-vehicle costs, fleet totals, cash flow and documented exports.

Coverage: Supported vehicle and operating assumptions
Access: Free to use · scenarios saved in this browser

View product Try the fleet example

API · Cost intelligence

Sample

Fleet Cost API

Use fleet cost calculations inside an existing fleet or advisory system.

You receive: A sample fleet request/response contract. Production entitlement and metering are not enabled.

Coverage: Sample contract · Supported fleet assumptions
Access: Production pricing pending approved credit matrix

View product Open sample request

Report · Market research

Free

Data & Market Reports

Understand what the market evidence means before commissioning or buying deeper work.

You receive: Existing web research, figures, methodology and available PDFs. Public reports remain free.

Coverage: India · Passenger-vehicle market evidence
Access: Public archive free · premium issues not yet listed

View product Read public research

Need a different output?

Send the business question, geography, period, desired format and timing. We will confirm existing coverage before proposing new work.

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