# Logistics is not one product: Getcho, burnt, Pango, or Agent Astra?

Canonical: https://mudpie.ai/gtm/logistics-getcho-burnt-pango-agent-astra/
Breadcrumb: [Home](https://mudpie.ai/) / [Go-to-market](https://mudpie.ai/gtm/) / [Logistics is not one product: Getcho, burnt, Pango, or Agent Astra?](https://mudpie.ai/gtm/logistics-getcho-burnt-pango-agent-astra/)
Author: Ali Abouelatta (https://mudpie.ai/authors/ali-abouelatta/)
Published: 2026-09-19
Updated: 2026-09-19
Research type: comparison
Method: Primary YC, Speedrun, company, and pricing sources checked September 19, 2026. Getcho arithmetic uses its published delivery tiers; company performance and margin claims remain attributed.

“Logistics software” can mean four different businesses.

[Getcho](https://getcho.app/) works on last-mile delivery reliability and publishes delivery-volume plans. [burnt](https://www.getburnt.ai/) is building an agentic operating system for food distribution. [Pango](https://pango.ai/) is an e-commerce logistics operating system for shipping, tracking, and returns. [Agent Astra](https://agentastra.ai/) is rebuilding freight through an asset-light, operated logistics model.

These are adjacent wedges, not four direct competitors. That is the point of the comparison.

## The matrix

| Company | Buyer and wedge | Software or operated service? | Public pricing signal |
| --- | --- | --- | --- |
| Getcho | Brands and 3PLs that need reliable delivery, carrier monitoring, claims, and same-day operations | Software plus a team that investigates delivery problems and carrier performance | Free up to 100 deliveries/month; Starter $99/month for 500; Growth $349/month for 2,500; higher volume custom ([pricing](https://getcho.app/pricing/)) |
| burnt | Food-distribution operators replacing ERP-heavy manual work across sales, procurement, and credit control | Agentic software for the operator’s existing food workflows | No public price in the captured source |
| Pango | E-commerce teams managing shipping, tracking, returns, checkout, and fulfillment | Software OS with agents and integrations | Checkout+ is listed as free; confirm pricing and feature boundaries for the broader suite and agent use ([pricing](https://pango.ai/pricing)) |
| Agent Astra | Operators that need freight forwarding and logistics capacity without building a full global provider | Operated logistics businesses on top of an AI-first platform | No public price in the captured source; the company describes an asset-light freight model |

The first decision is therefore not “which logistics tool?” It is **which operational layer are you trying to change?**

## Getcho: buy delivery reliability with a visible unit

Getcho’s public pricing is the most legible of the four. The Free plan includes 100 deliveries per month. Starter is $99 per month for 500 deliveries, then $1.50 per additional delivery. Growth is $349 per month for 2,500 deliveries, then $1.10 per additional delivery. Scale is custom, starting from $0.75 per delivery.

Here is a simple volume check. Assume 1,200 deliveries in a month and that the published overage rate applies after the included volume:

`Starter = $99 + (1,200 − 500) × $1.50 = $1,149`

`Growth = $349 for up to 2,500 deliveries`

At that volume, Growth is lower by arithmetic alone. But that is not a recommendation. Growth also changes the feature boundary: unlimited drivers, five locations, route optimization, and analytics. A small operator should compare the operational need, not just the monthly number.

This compares the displayed plan charges, not a complete transport-cost estimate. Confirm which carrier charges, taxes and other fees are covered before budgeting.

Getcho is the right first conversation when delivery failures, claims, tracking, and same-day coordination are the problem. The unit is a delivery, but the value is reliability and visibility around the delivery.

## burnt: buy an operating layer for food distribution

burnt is not a generic fleet-management product. Its public material starts with food-distribution companies using legacy ERPs and introduces agents for sales and operations, procurement, and credit control. The company says it works on-site with distribution facilities and builds alongside customers.

That makes the buyer a food distributor with domain-specific workflows, not a retailer looking for a better parcel tracker. The decision is whether the operator needs agents that understand orders, inventory, supplier communication, and collections inside the existing operating reality.

burnt publishes performance claims including 99.99% accuracy, 80% less admin time, and 20% profit uplift. Those remain company claims. The useful diligence question is what baseline, workflow, and measurement period sit underneath each number.

## Pango: buy the e-commerce logistics OS

Pango sits across the post-purchase stack: delivery management, delivery promises, tracking, returns, warehouse workflows, and agents that automate rules through natural language. Its pricing page lists a free Checkout+ tier, not a blanket promise that the entire suite is free. Confirm the boundaries around returns, agent use, protection and analytics; paid terms are contact-sales rather than a public per-order table.

Pango fits an e-commerce team that is stitching together too many logistics tools and wants one operating layer. The source says the platform can be deployed in phases, so a founder can start with tracking or returns rather than replacing every workflow at once.

## Agent Astra: this is closer to an operated freight business

Agent Astra describes an AI-first logistics platform rebuilding freight from the ground up. It says the company owns and operates the businesses running on the platform, starting with asset-light freight forwarding. That is a different commitment from selling SaaS to a shipper.

The target buyer is an operator that wants freight capacity and logistics execution, not another dashboard to staff. The company’s public target of 2–3x traditional EBITDA margins is a company-published ambition, not a verified outcome. Ask where the service responsibility ends, what is actually operated, and which parts depend on the company’s own network.

## The founder decision tree

1. **Are the failures happening after a parcel leaves the warehouse?** Start with Getcho and compare delivery volume, claims, carrier visibility, and location needs.
2. **Is the business a food distributor with ERP-heavy order, procurement, or credit work?** Evaluate burnt’s workflow fit and demand an agreed baseline for its performance claims.
3. **Is the problem a fragmented e-commerce post-purchase stack?** Evaluate Pango, starting with one phase such as returns or tracking.
4. **Do you need an operated freight capability rather than software?** Agent Astra belongs in a service, network, and responsibility conversation.

For founders building logistics products, the lesson is category language. “AI for logistics” hides whether you sell delivery reliability, vertical operations software, a post-purchase OS, or operated freight. The buyer’s unit—and who performs the work—should appear in the first sentence.

## Sources — snapshots observed 2026-09-19

- [Getcho YC profile](https://www.ycombinator.com/companies/getcho), [homepage](https://getcho.app/), and [pricing](https://getcho.app/pricing/)
- [burnt YC profile](https://www.ycombinator.com/companies/burnt) and [homepage](https://www.getburnt.ai/)
- [Pango YC profile](https://www.ycombinator.com/companies/pango), [homepage](https://pango.ai/), and [pricing](https://pango.ai/pricing)
- [Agent Astra Speedrun profile](https://speedrun.a16z.com/companies/agent-astra) and [homepage](https://agentastra.ai/)


## Author disclosure

I cofound Lazyweb and publish Mudpie. This is an owner-written publication, not an independent testing organization. Research notes distinguish observations, sourced reporting and editorial judgment.