Autonomous delivery: which startup is ahead?

Last updated: 31 July 2026
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In our autonomous vehicle market deck, you will find everything you need to understand the market

SUMMARY

Starship Technologies is ahead in autonomous delivery today, with Zipline as the only startup close enough to mount a serious challenge and Avride now holding third place.

The top two are not winning the same race. Starship has made short ground delivery routine across campuses, grocery networks and local service areas, while Zipline has built a longer-range aerial system around healthcare, retail and urgent logistics.

Starship’s lead rests on operating repetition rather than one spectacular contract. More than 10 million deliveries, over 3,000 robots and hundreds of service areas give it the deepest proof that autonomous delivery can survive ordinary streets, bad weather and daily customer use.

Zipline has the stronger momentum. Around 40% of its lifetime deliveries happened during its latest reported twelve-month period, its US marketplace added businesses at a rapid pace, and newer launch sites are reaching useful order volumes far faster than the first ones did.

Raw delivery counts need context. A campus snack, a grocery order and an emergency medical shipment are all deliveries, but they do not create the same revenue, urgency or customer value. Starship leads on volume; Zipline often leads on value per trip.

Uber and DoorDash are accelerating the category while quietly weakening supplier power. Their integrations give startups instant access to merchants and customers, but the same platforms can compare several robot, drone and human delivery options and switch demand between them.

Starship has the clearest consumer economics so far. Its reported cost advantage over rider delivery, cash-generating local operations and unusually high number of deliveries per dollar raised suggest that scale is producing something more useful than publicity.

Zipline owns the harder aerial system to copy. Aircraft, launch and receiving hardware, fleet software, regulatory approvals, distribution centres and healthcare integrations form a broader moat than the drone alone.

Serve shows why fleet announcements can mislead. It has deployed more than 2,000 robots and posted rapid revenue growth, yet its disclosed daily-active fleet remains much smaller and acquisitions now blur the economics of the core outdoor-delivery business.

Manna’s Irish pause is the sharpest reminder that good technology does not guarantee a durable local business. Planning disputes mattered, but the company’s limited Irish revenue also showed how slowly operating activity can turn into commercial scale.

The ranking could change quickly if Zipline’s US consumer expansion becomes a multi-million-order network or if Serve lifts utilisation across its large fleet. For now, Starship has the best combination of delivery volume, network maturity, economics and capital efficiency, so it remains the startup to beat.

Market map chart showing top companies and startups in the autonomous vehicle market

This market map, featured in our autonomous vehicle market deck, highlights top companies and startups in the autonomous vehicle market

Which autonomous delivery startups are we actually comparing?

Today, eight startups deserve a place in the autonomous delivery comparison, and only Starship and Zipline form a truly global top tier.

We include companies that move food, groceries, parcels or medical supplies through regular unmanned operations. The field covers sidewalk robots and delivery drones because both are trying to automate the expensive final part of a delivery. Their vehicles are different, but customers often compare them with the same alternatives: a courier, a car or a van.

Starship, Zipline, Avride, Serve, Coco, Manna and Flytrex all run active consumer or healthcare delivery services. Robot.com, previously called Kiwibot, stays in the comparison because delivery robots still form a large part of its operating history, although the company is now moving into workplace robots and broader logistics.

We leave out Nuro because its current business is mainly autonomy licensing and robotaxis. Cartken is leaning more heavily toward industrial transport. Gatik and Kodiak belong in autonomous trucking, while warehouse robots never complete the trip to the customer.

We also exclude Wing, Amazon Prime Air, DoorDash Dot and Meituan because they sit inside much larger companies. They can still change the market, but calling them startups would distort the comparison.

Funding totals are rounded. Private databases sometimes classify debt, secondary transactions and strategic commitments differently. Avride needs an extra warning: the widely reported figure of up to $375 million combines investment with commercial commitments from Uber and Nebius, so it cannot be compared directly with an ordinary venture round.

Startup Main autonomous delivery model Reported cumulative capital Fresh operating evidence
Zipline Long-range and home-delivery drones About $1.63B Active across four continents and major health systems
Avride Sidewalk robots plus robotaxis Up to $375M in investment and commitments Delivery robots active in five US markets
Starship Technologies Sidewalk robots for food, groceries and parcels More than $280M More than 300 service areas across eight countries
Serve Robotics Sidewalk delivery plus hospital robots About $247M Regular filings disclose fleet activity and revenue
Coco Robotics Urban sidewalk delivery robots More than $120M Active in at least seven US and European cities
Manna Suburban food and retail drones $110M New US base in Tulsa after pausing Irish delivery
Flytrex Suburban restaurant-delivery drones About $60M Active Texas service and a new Uber relationship
Robot.com Delivery, logistics and workplace robots About $24M Expanding from delivery into workplace robotics

Is there a clear leader in autonomous delivery today?

Starship leads autonomous delivery overall. Zipline is the only startup close enough to challenge it seriously.

Starship has completed about four times as many commercial deliveries as Zipline and operates more than 3,000 ground robots. Zipline covers much longer routes and often carries medicine or blood, so the difference in economic value is smaller than the trip count suggests.

Zipline is also growing faster. It completed one million deliveries during its latest reported twelve-month period and is rapidly adding US restaurants, retailers and healthcare customers. Starship remains larger, but Zipline is closing the gap.

Avride, Serve and Coco form the next group. Avride has passed 600,000 deliveries, Serve has deployed more than 2,000 robots, and Coco has completed 500,000 trips. None is yet operating at Starship or Zipline’s scale.

The market has a clear top two: Starship leads today, and Zipline has the strongest chance of overtaking it.

If you want more recent data on this point, please see our latest autonomous vehicle market report.

Google Trends chart showing rising interest in autonomous vehicles

As this chart shows, and as featured in our autonomous vehicle market deck, search interest in autonomous vehicles has continued to rise

Which startup has completed the most autonomous deliveries?

On completed autonomous deliveries, Starship leads by a wide margin, and Zipline is the only startup closing the gap fast enough to matter.

Starship’s 10 million deliveries put it at roughly four times Zipline, about seventeen times Avride, twenty times Coco, twenty-six times Manna and fifty times Flytrex. Those ratios make the gap easier to understand than the raw figures. Starship has already reached the level where a million extra deliveries changes its total by only 10%. For most rivals, one million would transform the entire company.

Zipline’s 2.5 million deliveries are more valuable than a simple second-place label suggests. The latest company update says one million happened in the previous year, which means around 40% of Zipline’s lifetime total came from a single twelve-month period. More people already use Starship as part of everyday delivery; Zipline is catching up much faster.

Avride has quietly moved ahead of several better-known rivals. Food On Demand, using figures supplied around Avride’s Northern Virginia launch, put the company above 600,000 deliveries with around 500 robots across five US markets.

Coco reports 500,000 deliveries, while Manna says its global total is approaching 380,000. Flytrex has passed 200,000 US deliveries.

Serve is harder to place. Serve has completed well over 100,000 outdoor deliveries, but its newer figure approaching two million combines delivery robots with indoor hospital activity acquired through Diligent Robotics. Robot.com reports about 2.5 million tasks, covering delivery, logistics, advertising and newer workplace uses. Neither total belongs in a clean delivery ranking.

Rank by comparable completed deliveries Startup Reported total Gap versus Starship
1 Starship More than 10M Leader
2 Zipline More than 2.5M About 75% fewer
3 Avride More than 600,000 About 94% fewer
4 Coco 500,000 About 95% fewer
5 Manna Almost 380,000 About 96% fewer
6 Flytrex More than 200,000 About 98% fewer

Which autonomous delivery startup is growing fastest now?

Zipline is growing fastest in autonomous delivery today because delivery volume, merchant adoption and new-market performance are all accelerating together.

Zipline’s latest expansion update says the number of businesses available through its US marketplace grew thirteenfold during the first half of the year. As seen above, the company also completed one million commercial deliveries in the latest twelve months. An earlier operating update described US deliveries growing by about 15% a week for seven consecutive months.

The speed of new launches is even more revealing. Zipline’s first Dallas-area site took ten weeks to reach 100 deliveries a day. Newer sites reached the same level in two days. Zipline now says it handles thousands of orders a day across the Dallas–Fort Worth area.

Little Caesars is expanding from five participating restaurants to 65, and Wonder plans to add delivery at 50 Texas food halls. These launches give Zipline several routes to growth rather than leaving it dependent on a single customer or city.

Starship’s recent growth looks steadier. Starship has added Uber Eats and Just Eat integrations, expanded grocery operations in Europe and the United States, and built a particularly deep relationship with Finland’s S Group. Its growth feels less dramatic because the network is already large.

Serve has the fastest reported revenue growth, but the comparison needs care. Its latest quarterly results showed $3 million in revenue, up 578% year over year and 238% from the previous quarter. Acquisitions, including Diligent Robotics, contributed to that jump. Delivery-specific revenue remains difficult to isolate.

Manna has produced the most complicated recent story. Manna paused delivery operations in Ireland after planning disputes, then opened its first full-scale US metropolitan operation in Tulsa. Its global delivery count continued to rise around the launch, adding tens of thousands of trips. Tulsa now needs to prove that Manna can replace the home-market network it closed.

Flytrex is also preparing for a larger US push. Startup Nation Central reported that Flytrex opened a Dallas manufacturing facility in the spring, while Uber agreed to bring its drone deliveries into Uber Eats. The network still covers only a few Texas zones, so manufacturing has moved ahead of broad consumer demand.

Robot.com is heading in another direction. The former Kiwibot has started selling workplace robots and wheeled humanoids, making consumer delivery a smaller part of its strategy.

If you want more recent data on this point, please see our latest autonomous vehicle market report.

Chart illustrating yearly VC funding for autonomous vehicle startups

This chart, included in our autonomous vehicle market deck, illustrates yearly VC funding for autonomous vehicle startups

Which startup has the biggest autonomous delivery network?

Starship has the largest ground-delivery network, while Zipline has the widest long-distance and healthcare network.

Starship operates in more than 300 service areas across eight countries, including over 65 American university campuses. Its network also covers grocery stores, delivery apps, smaller towns and industrial sites. More than 125,000 road and driveway crossings each day show that these are active operations.

Zipline serves more than 5,000 hospitals and healthcare facilities across four continents. Its aircraft complete a delivery somewhere in the world about every 20 seconds, and roughly 70% of its flights now happen in the United States.

Serve has deployed more than 2,000 robots, but only 547 were reported as daily active at the end of its last full-year reporting period. Avride operates roughly 500 robots across five US markets, while Coco has around 1,000 robots in seven American and European cities.

Starship leads in local ground coverage. Zipline leads in distance, institutional reach and geographic range.

Which autonomous delivery startup has won the best customers?

Zipline currently has the strongest autonomous delivery customers because several relationships are already expanding into large operational programs.

Its largest agreement is a US State Department contract worth up to $150 million to expand medical delivery networks in Africa. Participating governments are expected to add more funding, potentially increasing Zipline’s reach from about 5,000 healthcare facilities to 15,000.

Zipline is also gaining larger US customers. Cleveland Clinic is launching prescription delivery and plans to add lab samples, medical supplies and hospital-at-home products. Little Caesars is expanding from five participating restaurants to 65, while Wonder plans delivery at 50 Texas food halls.

Starship is close behind because its customers have already generated repeated use. Finland’s S Group has completed more than one million grocery deliveries through Starship, and the company also works with Uber Eats, Just Eat, foodora and Bolt.

Serve, Avride and Coco have strong platform access, especially through Uber Eats and DoorDash. What remains less clear is how much regular volume, revenue and customer retention those partnerships produce.

Zipline wins on contract depth. Starship wins on proven repeat usage.

Chart showing how Waymo is winning in the autonomous vehicle market

This chart, included in our autonomous vehicle market deck, shows how Waymo is winning in autonomous vehicles

Which autonomous delivery technology works best in the real world?

Zipline has the strongest long-distance safety record, while Starship has the most convincing proof that autonomy works on messy public sidewalks.

Zipline says its aircraft have flown more than 135 million commercial autonomous miles and carried over 20 million individual items without a safety incident. Some aircraft have travelled more than one million miles each. Every flight is autonomous, with the network handling weather, routing, fleet scheduling and delivery without a pilot steering the aircraft from takeoff to landing.

Starship has built a different kind of proof. Its robots have travelled more than 22 million kilometres and handled roughly 200 million road crossings. Starship reports Level 4 operation without active human supervision, while remote staff remain available for unusual situations.

Sidewalks add problems that open air usually avoids: curbs, pets, cyclists, roadworks, blocked paths, traffic lights and unpredictable pedestrians. Starship has also operated through winter weather in Finland, Estonia, Britain, Germany and several American regions.

Avride offers the strongest published range and payload among the main sidewalk challengers. Its newest robot can travel up to 50 kilometres on one charge and carry as much as 25 kilograms. Coco’s latest vehicle is faster, reaching up to 21 kilometres per hour with a stated range of 32 kilometres, although Coco describes a system that combines AI with human oversight.

Zipline is the stronger choice when distance, urgency or poor roads make flight valuable. Starship remains the safer choice for short, frequent trips through pedestrian areas.

If you want more recent data on this point, please see our latest autonomous vehicle market report.

Which autonomous delivery startup offers the best economics?

For autonomous delivery economics, Starship has the clearest low-cost consumer case, while Zipline creates the most value when speed affects health, waste or inventory shortages.

Starship’s latest commercial update says an autonomous drop already costs $3 to $4 less than a traditional rider delivery, with a long-term goal of roughly $1 per order. In an interview with The Guardian, chief executive Ahti Heinla said individual delivery operations generate cash, even though the wider company still invests heavily in expansion.

Zipline’s case depends more on the value of what arrives. A peer-reviewed study of vaccine distribution in Ghana found the Zipline-supported system highly cost-effective and estimated that it avoided hundreds of disease cases during one year. A flight carrying urgent blood or medication can justify infrastructure that would look expensive for a single sandwich.

Serve’s latest quarterly filing shows how far fleet deployment can run ahead of business economics. Serve reported $3 million in quarterly revenue and kept full-year guidance near $26 million, while forecasting $160 million to $170 million in adjusted operating expenses. Serve has enough liquidity to continue scaling, but its current revenue base remains small beside its planned spending.

Manna shows the opposite danger: strong delivery activity can still sit on top of weak local economics. The Times, using Manna’s filed Irish accounts, found only about €210,000 of cumulative revenue through the end of 2024, despite years of operation and heavy investment.

Manna blamed planning barriers for the Irish pause, and those barriers were clearly important. The revenue figure also shows that the operation was still generating very little business.

Funding efficiency gives Starship another advantage. The calculation is rough because a medical drone flight has more value than a short food trip, but the gap is too large to ignore.

Startup Reported capital raised Comparable delivery total Rough deliveries per $1M raised
Starship More than $280M More than 10M About 35,700
Coco More than $120M 500,000 About 4,200
Manna $110M Almost 380,000 About 3,500
Flytrex About $60M More than 200,000 More than 3,300
Zipline About $1.63B More than 2.5M About 1,500
Chart showing the projected CAGR of the autonomous vehicle market

This chart, included in our autonomous vehicle market deck, illustrates yearly funding for autonomous vehicle startups

Which startup can scale autonomous delivery without breaking operations?

Starship is currently the startup most ready to scale autonomous delivery without treating every new city as a fresh experiment.

Starship already supports more than 3,000 robots across hundreds of service areas. The difficult work goes beyond manufacturing: local approvals, charging, maintenance, merchant onboarding, mapping, remote assistance and customer support all need to function after the launch team leaves.

Wireless charging and long battery life reduce daily handling. University campuses provide dense, predictable demand, while grocery partnerships and delivery apps let Starship expand into less controlled markets.

Serve deserves credit for manufacturing speed. The company moved from roughly 100 robots to more than 2,000 deployed units within about a year, helped by its production relationship with Magna. Operations now need to catch up. The latest disclosed daily-active count represented only about a quarter of deployed delivery robots.

Avride appears to get more work from a smaller fleet. Its delivery robots and robotaxis also share autonomy technology, sensors and engineering teams. That reduces duplicated development, although the robotaxi program may draw attention away from delivery.

Coco has produced around 1,000 robots and built 24-hour support across several demanding cities. Its fleet is working, but completed trips per produced robot remain well below Starship’s historical level.

Zipline has solved a heavier infrastructure problem. Every new region requires aircraft maintenance, loading systems, distribution centres, airspace approvals and customer integration. Its healthcare networks prove the model can scale, though expansion remains more capital-intensive than adding sidewalk robots.

If you want more recent data on this point, please see our latest autonomous vehicle market report.

Which autonomous delivery startup has the strongest moat?

Starship has the strongest ground-delivery moat today, while Zipline owns the harder-to-copy system in aerial logistics.

Starship’s advantage comes from accumulated street experience. Roughly 200 million road crossings have trained its navigation systems on unusual events that are difficult to reproduce in a lab. Starship also has operating knowledge across eight national regulatory systems and hundreds of local environments.

Grocery chains, campuses and delivery platforms already know how to load the robots, support customers and resolve problems. A competitor can buy similar sensors, but it cannot instantly reproduce years of mapped routes, operating procedures and local trust.

Zipline’s moat covers more of the delivery system. The company designs its aircraft, fleet software, launch equipment, delivery hardware and distribution centres. Its autonomous flight history gives it a large safety dataset, while healthcare contracts create integrations that would be painful for customers to replace.

Avride has strong autonomy technology and in-house hardware, helped by engineers from the former Yandex self-driving operation. Its robotaxi and delivery products share technical foundations, and Uber gives it immediate access to demand.

Serve and Coco have useful operating data and platform relationships, but the large marketplaces already work with several robot providers. Their advantage will depend on cost, reliability and utilisation rather than exclusivity.

Starship and Zipline are harder to replace because their advantages extend beyond the vehicle into approvals, maintenance, data and customer workflows.

Chart comparing business model options for autonomous trucking companies

This chart, included in our autonomous vehicle market deck, compares the main business model options for autonomous trucking companies

Are Uber and DoorDash helping or commoditising autonomous delivery startups?

Uber and DoorDash are giving autonomous delivery startups orders today, but they are also making the robots easier to swap.

Uber has worked with Serve, Avride, Starship, Coco and Flytrex across ground and aerial delivery. DoorDash has used Coco and Serve, partnered with Wing for drones and started developing its own Dot delivery vehicle.

Both platforms want several ways to move an order so they can choose the cheapest suitable option for each route. A restaurant meal might go through a sidewalk robot, a driver, a road vehicle or a drone depending on the distance and neighbourhood.

This makes expansion much easier for startups. Restaurants already use the platform, customers already have the app and orders are available as soon as the vehicles launch.

The same arrangement limits pricing power. Uber and DoorDash can compare providers on cost, availability and completion rate. They can also redirect demand when another option performs better.

A partnership logo proves that the technology is integrated. It does not prove guaranteed orders, strong margins or exclusivity.

Starship has some protection through its direct grocery, campus and local networks. Zipline owns its app, distribution centres and major healthcare relationships. Coco, Avride and Serve depend more heavily on marketplace demand, leaving the platforms with greater control.

Who leads each part of autonomous delivery?

Autonomous delivery has several leaders now: Starship on sidewalks, Zipline in the air, Avride on deliveries per robot and Serve on US rollout speed.

Starship dominates slow-speed local delivery across campuses, grocery areas and smaller urban zones. Its compact robots are well suited to frequent trips within a few kilometres, especially where cars and couriers are expensive.

Zipline leads drone delivery by almost every serious measure: commercial volume, autonomous mileage, healthcare reach, capital and customer quality. Manna and Flytrex remain credible consumer-drone challengers. Manna has completed more trips and is opening a major US base, while Flytrex has a strong suburban product and a new Uber relationship.

Avride currently appears to complete the most deliveries per robot among the second-tier sidewalk fleets. Serve has moved more hardware into American markets and provides much better public financial disclosure.

Coco remains the strongest dense-city specialist, helped by operations in places such as Los Angeles, Miami, Chicago and Helsinki.

Robot.com has useful delivery experience, though its newest investments point toward workplace robots, internal logistics and wheeled humanoids. That broader strategy pulls it away from leadership in last-mile consumer delivery.

Chart showing the share of revenue generated by each customer segment in the autonomous vehicle market

This chart, featured in our autonomous vehicle market deck, shows the share of revenue generated by each customer segment in the autonomous vehicle market

Which autonomous delivery numbers can we actually trust?

Completed deliveries, active robots and filed revenue are the most useful autonomous delivery numbers; manufactured fleets and future commitments deserve less weight.

A completed paid delivery brings several pieces together. The vehicle worked, a customer placed an order, a merchant prepared it and the operator had permission to use the route. Still, one medical flight and one campus snack order create very different value, so the count needs context.

Robot numbers often create confusion. “Produced,” “deployed,” “available” and “daily active” describe different stages. A robot sitting in a depot belongs in a deployment announcement but contributes nothing to revenue. Serve’s public disclosures are useful because they reveal both fleet expansion and daily activity.

Company definitions also change the leaderboard. Serve’s combined total includes indoor hospital robots. Robot.com counts delivery, advertising, logistics and workplace tasks. Zipline separates deliveries from individual items because one flight can carry several products.

Revenue is strongest when it comes from a filing. Serve is the only major contender that gives investors regular financial statements, although acquisitions now make its delivery business harder to isolate. Starship, Zipline, Avride and Coco publish almost no revenue or margin data.

Safety and autonomy claims deserve different confidence levels as well. Zipline and Starship publish large operating-distance records, while several rivals describe vehicles as fully autonomous without releasing intervention rates. Coco clearly acknowledges human oversight, making its claim easier to interpret.

We give the greatest weight to completed commercial deliveries, recent delivery pace, active operating areas, repeat customer expansion and filed financial data. Funding, valuations, produced robots and future rollouts carry less weight until the vehicles begin doing regular paid work.

Which autonomous delivery startup is actually ahead?

Starship is the current autonomous delivery leader, Zipline is the closest challenger, and Avride now holds third place.

Starship wins through the largest delivery base, the widest proven ground network, credible consumer economics and unusually efficient use of funding. It has already made robot delivery feel routine in many locations.

Zipline is the most dangerous challenger. It is expanding faster, has the best customers, owns the strongest aerial technology and often handles higher-value deliveries. Zipline could move into first place if its fast-growing US consumer business develops into several million regular orders a year.

Avride ranks third because its delivery fleet appears more productive than Serve’s and has already passed Coco in completed trips. Its autonomy engineering and Uber relationship add weight. The main risk is that robotaxis attract more capital and management attention than delivery robots.

Serve ranks fourth. Its manufacturing speed, platform access and public revenue growth are impressive, but fleet utilisation and delivery-specific economics remain weak. A much larger daily-active fleet could quickly change that assessment.

Coco ranks fifth as a credible urban specialist with strong platform distribution and a product built for difficult city streets.

Manna takes sixth after restarting its expansion story in Tulsa. The Irish shutdown still showed how quickly planning problems and weak local economics can derail a technically mature operation.

Flytrex follows with a proven suburban model and valuable Uber access. Robot.com finishes eighth because delivery is becoming only one part of a wider robotics strategy.

Rank Startup Why it holds this position now
1 Starship Technologies Best combination of real delivery scale, ground-network maturity, economics and capital efficiency
2 Zipline Fastest major grower, strongest drone system and highest-quality customer base
3 Avride Productive delivery fleet, strong autonomy technology and powerful Uber distribution
4 Serve Robotics Huge recent rollout and rising revenue, held back by low fleet utilisation and heavy spending
5 Coco Robotics Proven dense-city operator with broad platform access and solid commercial volume
6 Manna Meaningful drone-delivery history and fresh US expansion, weakened by the Irish operating pause
7 Flytrex Proven suburban drone service with Uber backing, but a narrower network and slower historic funding pace
8 Robot.com Large mixed-task history, though consumer delivery is becoming a smaller part of the strategy

If you want more recent data on this point, please see our latest autonomous vehicle market report.

Chart showing how robotaxi platform technology has evolved over time

This chart, included in our autonomous vehicle market deck, shows how robotaxi platform technology has evolved over time

OUR METHODOLOGY

This analysis asks which autonomous delivery startup is ahead based on demonstrated operating performance rather than funding, reputation or a single fleet announcement. We compare eight independent companies across commercial scale, current growth, network reach, customer depth, real-world autonomy, economics, scalability and defensibility.

We gave the greatest weight to completed commercial deliveries, recent delivery pace, active service areas, repeat customer expansion, fleet utilisation and filed financial results. Manufactured vehicles, future launch plans, fundraising totals and partnership announcements were used as supporting evidence until they translated into regular operating activity.

Delivery totals were interpreted in context. A medical drone flight is not economically equivalent to a short food order, a robot described as deployed may not work every day, and a platform integration does not guarantee volume, margins or exclusivity. Where companies combined outdoor delivery with hospital, logistics, advertising or workplace tasks, we used only the figures that could be compared cleanly.

The final ranking was not produced by a mechanical points system. We aggregated the conclusions from each question and gave more weight to recent, operational and directly comparable evidence. That approach separates the company leading today from the company growing fastest or owning the most ambitious technology.

Starship’s position is grounded mainly in its company operating history, delivery milestones, fleet and service-area disclosures, its Uber Eats partnership and the one-million-delivery S Group program in Finland. Zipline’s assessment relies on its latest US expansion update, safety fact sheet, healthcare network announcements, US State Department agreement and the peer-reviewed economic evaluation of vaccine delivery in Ghana.

For the second group, we used Avride’s company and robot specifications, Serve Robotics’ quarterly and full-year filings, Serve’s Diligent Robotics acquisition disclosure, Coco Robotics’ operating and vehicle updates, and Manna’s Tulsa expansion and Irish operating-pause announcements. These sources were preferred because they provide checkable figures on deliveries, active robots, revenue, range, payload, markets or customer expansion.

Key sources include: Starship Technologies’ operating overview, Starship’s delivery milestone update, Starship and S Group’s Finland milestone, Zipline’s latest US growth update, Zipline’s safety fact sheet, Zipline’s US State Department agreement, the peer-reviewed Ghana vaccine-delivery study, Avride’s operating overview, Serve Robotics’ first-quarter 2026 results, Coco Robotics’ operating disclosures, and Manna’s US expansion announcement.

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