Is Mashgin profitable in 2026?

Mashgin stated it was already profitable in its own May 9, 2022 press release announcing a $62.5M Series B at a $1.5 billion valuation. No independently audited financials have been published since, but the company has not walked back that claim and continues expanding deployments through 2026.

Who owns Mashgin and is it publicly traded?

Mashgin is privately held and venture backed, with no IPO filed as of mid-2026. It became a unicorn via a $62.5M Series B led by New Enterprise Associates in May 2022 at a $1.5 billion post-money valuation, with Matrix Partners and Y Combinator among earlier backers.

Could AI replace Mashgin's business?

Mashgin's product is itself the AI application, computer vision recognizing items on a tray without barcodes, so it is not being displaced by AI, it is the AI deployer. The risk instead is commodity vision models letting rivals like Trigo, AiFi or Zippin close its 60,000 SKU recognition gap over time.

Who is Mashgin's biggest competitor?

Mashgin faces well funded computer vision rivals Trigo, AiFi, Zippin, Grabango and Focal Systems, plus incumbent self checkout vendors NCR Voyix and Diebold Nixdorf, and Amazon's Just Walk Out technology. Amazon has been pulling Just Walk Out from its own grocery stores since April 2024, pivoting to smart carts instead.

What is Mashgin's valuation and has it changed?

Mashgin was valued at $1.5 billion in its May 9, 2022 Series B round led by NEA, raising $62.5M. As of mid-2026, no new priced funding round has been publicly reported, leaving that valuation mark unconfirmed for over four years despite continued transaction growth.

How many transactions has Mashgin processed?

Mashgin surpassed 1 billion cumulative transactions by April 30, 2025, up from just 35 million as of May 2022, per CSNews trade press. Monthly volume grew from 3 million in March 2022 to 40 million in March 2025, with over 440 million transactions processed in calendar 2024 alone.

United States · United States

Mashgin

Mashgin makes AI vision kiosks that let shoppers scan a tray of items and checkout in seconds.

Protection under test

Assessed 29 July 2026 · Evidence as of 29 July 2026

Something worth protecting exists and is being tested right now.

On the recordSince 29 July 2026 · Checkable from fall 2026 · Every call on the record Checkpoint: UT Austin power-counter rollout expands to 111 units, and Mashgin's next funding round (last priced May 2022) is watched for an up or down mark

The call

Mashgin runs a profitable, widely deployed checkout business, but its $1.5 billion price tag from 2022 hasn't been tested by a new round while vision-AI rivals and Amazon circle the same market.

Mashgin makes checkout machines that use cameras to identify products so customers don't have to scan anything. The company has real customers at 4,000+ locations and makes money, which is rare in this space. It faces two big threats: other startups like Trigo and AiFi are closing the gap in recognition accuracy, and large companies like Amazon or NCR could build similar systems since there is no technical lock-in beyond years of training data. The company's survival depends on whether it can raise money at a higher value or lock in long-term contracts before competitors catch up.

Why

AI pressure: Trigo, AiFi, Zippin and other computer-vision checkout rivals. Frontier vision models make item recognition easier to copy, so rivals can close the gap on Mashgin's core trick over time. Could AI do the core job? Only partly.

Bigger players: Amazon (Just Walk Out) and POS incumbents NCR Voyix, Diebold Nixdorf. Amazon built its own cashierless system and retreated from grocery but kept smart carts; POS giants could bundle rival checkout into existing terminals. Could a giant copy it? Probably.

What protects it. Years of real transaction data across 4,000+ live sites and deep integration into POS and payment systems like Verifone Commander, which is hard to rip out once installed.

What would change this call

Mashgin announces a new priced funding round in the next 6-12 months. Up-round validates the $1.5B mark; down-round or flat round signals investor skepticism.
Trigo, AiFi, or Zippin publicly named as replacing Mashgin at a venue or c-store chain. Would show a named competitor actively taking Mashgin's customers.
Amazon relaunches Just Walk Out kiosks in grocery or convenience stores post-2024 retreat. Would show the largest tech incumbent re-entering Mashgin's exact product category.

Key numbers

1 billion+ cumulative transactions by April 2025 (2025-04-30)
4,000+ deployed locations claimed (2025-12-31)
$1.5B valuation set May 2022, unchanged since (2022-05-09)

Named risks

No new priced funding round since May 2022, leaving $1.5B valuation unvalidated for 4+ years. Severity: high
Frontier vision models could commoditize Mashgin's 60,000 SKU proprietary recognition moat. Severity: medium
Amazon retains far greater capital and could re-enter cashierless CV checkout at any time. Severity: medium
Multiple well-funded CV rivals (Trigo, AiFi, Zippin, Grabango) target the same venue and retail accounts. Severity: medium
International expansion into Europe and UK announced January 2025 remains unexecuted as of mid-2026. Severity: low

Rivals, as read in July 2026

Rival	Direction	Evidence
Amazon (Just Walk Out)	contesting	Amazon pulled Just Walk Out from its own grocery stores for smart carts starting April 2024
Trigo	contesting	Well funded computer vision self-checkout rival with no confirmed named account wins over Mashgin as of 2026
AiFi	contesting	Cashierless CV competitor named across third-party competitive landscape reviews through 2025
Zippin	contesting	Direct rival in tray/CV self-checkout niche, no reported venue losses for Mashgin as of mid-2026
NCR Voyix / Diebold Nixdorf	contesting	Incumbent barcode self-checkout vendors slow to add CV but not structurally blocked from competing

Questions people ask

Is Mashgin profitable in 2026?: Mashgin stated it was already profitable in its own May 9, 2022 press release announcing a $62.5M Series B at a $1.5 billion valuation. No independently audited financials have been published since, but the company has not walked back that claim and continues expanding deployments through 2026.
Who owns Mashgin and is it publicly traded?: Mashgin is privately held and venture backed, with no IPO filed as of mid-2026. It became a unicorn via a $62.5M Series B led by New Enterprise Associates in May 2022 at a $1.5 billion post-money valuation, with Matrix Partners and Y Combinator among earlier backers.
Could AI replace Mashgin's business?: Mashgin's product is itself the AI application, computer vision recognizing items on a tray without barcodes, so it is not being displaced by AI, it is the AI deployer. The risk instead is commodity vision models letting rivals like Trigo, AiFi or Zippin close its 60,000 SKU recognition gap over time.
Who is Mashgin's biggest competitor?: Mashgin faces well funded computer vision rivals Trigo, AiFi, Zippin, Grabango and Focal Systems, plus incumbent self checkout vendors NCR Voyix and Diebold Nixdorf, and Amazon's Just Walk Out technology. Amazon has been pulling Just Walk Out from its own grocery stores since April 2024, pivoting to smart carts instead.
What is Mashgin's valuation and has it changed?: Mashgin was valued at $1.5 billion in its May 9, 2022 Series B round led by NEA, raising $62.5M. As of mid-2026, no new priced funding round has been publicly reported, leaving that valuation mark unconfirmed for over four years despite continued transaction growth.
How many transactions has Mashgin processed?: Mashgin surpassed 1 billion cumulative transactions by April 30, 2025, up from just 35 million as of May 2022, per CSNews trade press. Monthly volume grew from 3 million in March 2022 to 40 million in March 2025, with over 440 million transactions processed in calendar 2024 alone.

Timeline

2026-07-23SBJ reports UT Austin expanding to 111 Mashgin kiosks for fall 2026, revenue up to 125% YoY
2026-05-11Mashgin wins Sports Business Award for Venue and Franchise Ops Tech; 135 employees reported
2025-04-30Mashgin surpasses 1 billion cumulative transactions per CSNews
2025-01-22Mashgin signals plans to expand into Europe and UK markets
2024-05Mashgin integrates with Verifone Commander, covering 50,000+ US convenience store sites
2024Mashgin processes over 440 million transactions during the calendar year
2022-05-09Mashgin raises $62.5M Series B led by NEA at $1.5 billion valuation, claims profitability
2015Mashgin goes through Y Combinator Winter 2015 batch

Revision history

29 July 2026

First assessed. Protection under test. The text above is fixed as of this date and is not edited afterwards.

In the same band

Ford Motor Whirlpool Solventum