ModelBest begins pre-IPO tutoring for China mainland listing
Synopsis
Four-year-old Chinese AI start-up ModelBest has launched its mandatory pre-IPO tutoring process with Citic Securities for a mainland China listing, betting that its lightweight, on-device AI models — built to run on domestic chips — can attract public market investors amid China's ongoing chip shortage.
Key Takeaways
ModelBest , founded in August 2022 , has begun the pre-IPO tutoring process required before filing a mainland China listing application.
Citic Securities disclosed its role as IPO sponsor in a filing to China's securities regulator on 12 August 2026 .
The mandatory tutoring period lasts at least three months , potentially placing a formal IPO application in late 2026 or early 2027 .
ModelBest has not disclosed its fundraising target, target exchange, or listing timeline.
The company's 'edge AI' strategy focuses on compact models that run locally on smartphones, laptops, and in-car systems, designed to work around China's shortage of advanced American chips.
ModelBest, a Chinese AI start-up founded in August 2022, has initiated its pre-initial public offering (IPO) tutoring process for a listing on mainland China's securities markets, signalling the company's ambitions to go public as demand for compact, device-native artificial intelligence models accelerates.
The filing and what it means
Citic Securities disclosed in a filing to China's securities regulator on Wednesday, 12 August 2026, that it has been hired to guide ModelBest through its pre-listing preparation. The company has not disclosed its targeted fundraising size, intended listing venue, or a specific timeline for the offering.
Under mainland rules, the mandatory tutoring process takes at least three months, meaning a formal IPO application could potentially be submitted no earlier than late 2026, potentially paving the way for an IPO in 2027.
The edge AI bet
ModelBest is part of a growing cohort of Chinese AI firms placing strategic bets on so-called 'edge AI' — lightweight models designed to run locally on consumer devices such as smartphones, laptops, and in-car systems, rather than relying on cloud infrastructure. The four-year-old company's small-model strategy also reportedly positions it to work around China's acute shortage of advanced American computing chips, by optimising its systems for domestically available processors.
The approach contrasts with the capital-intensive, large-model strategies pursued by bigger rivals, and could prove attractive to investors seeking exposure to AI without the chip-supply risk that weighs on cloud-scale model developers.
What the tutoring process involves
Before a company can formally submit an IPO application on the mainland, a licensed sponsor — typically a securities firm or investment bank — guides it through a structured programme covering corporate governance, risk management, audit readiness, and information disclosure standards. The process is designed to bring companies up to listing requirements set by regulators.
Citic Securities, one of China's largest state-backed brokerages, is a well-established IPO sponsor with a strong track record in technology listings.
Why it matters
The move reflects a broader wave of Chinese AI start-ups seeking public market capital as the sector matures. Edge AI, in particular, is drawing investor interest globally, with companies including Apple, Samsung Electronics, and Meta Platforms all investing in on-device model capabilities. A successful listing by ModelBest would validate the small-model segment as a standalone investable category in China's domestic markets.
What's next
With the tutoring clock now running, market participants will watch for ModelBest to disclose its target exchange — likely the Shanghai STAR Market or Shenzhen's ChiNext, both of which cater to high-growth technology companies. The company's fundraising target and valuation will be closely scrutinised as a benchmark for the edge AI sector's market pricing in China.
Point of View
But in China's context it is increasingly a national-resilience strategy. What is underreported is the valuation tension this creates: edge AI companies command lower revenue multiples than cloud AI peers globally, yet Chinese investors may price in a strategic premium given the chip-supply dynamic. The real test will be whether ModelBest can demonstrate unit economics that justify a public listing without the recurring cloud-contract revenue that underpins comparable Western AI valuations.
NationPress
12 Aug 2026
Frequently Asked Questions
What is ModelBest and what does it do?
ModelBest is a Chinese AI start-up founded in August 2022 that specialises in compact, lightweight artificial intelligence models designed to run locally on devices such as smartphones, laptops, and in-car systems — an approach known as 'edge AI'. The company's small-model strategy is also reportedly optimised for domestically available processors, helping it navigate China's shortage of advanced American computing chips.
What is the pre-IPO tutoring process in China?
Before a company can formally submit an IPO application on mainland China , a licensed sponsor — typically a securities firm or investment bank — must guide it through a structured pre-listing programme. This covers corporate governance, risk management, audit readiness, and information disclosure standards, and takes at least three months to complete.
Which securities firm is handling ModelBest's IPO preparation?
Citic Securities , one of China's largest state-backed brokerages, has been appointed as the IPO sponsor for ModelBest . Citic Securities disclosed this role in a filing to China's securities regulator on 12 August 2026 .
When could ModelBest's IPO happen?
Because the mandatory tutoring process takes at least three months , ModelBest could not file a formal IPO application before late 2026 at the earliest, according to regulatory timelines. The company has not disclosed a specific listing date, target exchange, or fundraising size, making 2027 a plausible window for the actual listing.
Why are Chinese AI companies focusing on edge AI?
Edge AI — running AI models directly on devices rather than in the cloud — has gained strategic importance in China partly because it reduces dependence on large clusters of advanced chips, supplies of which have been restricted by US export controls. Companies like ModelBest design their models to run efficiently on domestically available processors, making the approach both commercially viable and strategically aligned with China's self-sufficiency goals.
