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

“Logistics software” can mean four different businesses.

Getcho works on last-mile delivery reliability and publishes delivery-volume plans. burnt is building an agentic operating system for food distribution. Pango is an e-commerce logistics operating system for shipping, tracking, and returns. Agent Astra 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)
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)
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

Are the failures happening after a parcel leaves the warehouse? Start with Getcho and compare delivery volume, claims, carrier visibility, and location needs.
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.
Is the problem a fragmented e-commerce post-purchase stack? Evaluate Pango, starting with one phase such as returns or tracking.
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, homepage, and pricing
burnt YC profile and homepage
Pango YC profile, homepage, and pricing
Agent Astra Speedrun profile and homepage