AI from China: "Good Enough" Is the New Top-Tier Model

“Chinese AI is catching up—not because it is the best, but because it is cheap. Open models from East Asia are gaining traction on developer platforms and in app charts. What does this mean for OpenAI and Anthropic?”

The rise of cheap, "good enough" Chinese AI models like DeepSeek, Alibaba's Qwen, and Z.ai is fundamentally disrupting the market. By offering near-frontier performance at a fraction of the cost, these open-weight models are shifting the industry from a strict "capability race" to a race for cost efficiency.

 

The Market Shift

 

•     Developer Adoption: Up to 46% of U.S. developer traffic and 80% of U.S. AI startups now rely on Chinese open-weight models, up from just 2% a year ago. Startups migrating from premium APIs to platforms like OpenRouter are achieving up to 60% to 90% cost reductions.

 

•           Enterprise Usage: Major corporations—including Airbnb—have publicly cited using Chinese models for high-volume, routine tasks because they are fast and highly affordable.

•           The "Good Enough" Strategy: The market is increasingly adopting a tiered approach where simple tasks are routed to cheap Chinese models, and only the most complex, high-risk logic is sent to premier U.S. providers.

What this Means for OpenAI and Anthropic

For leading Western AI firms, this "commoditization" of intelligence forces a rapid evolution of their business models:

 

•     Margin Compression: Chinese open-source models are often 4× to 100× cheaper than proprietary U.S. models. This forces OpenAI and Anthropic to significantly cut prices or introduce highly efficient "mini" models to retain enterprise market share.

 

•           Shift to Frontier Differentiation: Because "good enough" reasoning is widely available for free or pennies, OpenAI and Anthropic will be forced to push the absolute limits of complex reasoning, coding, and multi-agent systems. Their value proposition must shift from accessible intelligence to unmatched capability.

•           Focus on Security and Compliance: With rising tensions over the "distillation" (replicating behavior based on inputs) of U.S. frontier models by Chinese labs, both OpenAI and Anthropic are tightening their API Restrictions and security measures.

•           Managed Ecosystems: To survive the pricing war, Western leaders will increasingly rely on proprietary integrations (e.g., deep operating system integration or highly regulated, secure enterprise cloud environments) where cheap open-source models cannot easily compete on trust and compliance.

Chinese open-source models allow to run models locally, using your own hardware, reducing risk for your trade secrets, ideas, and data. The models can be fine-tuned on your data using LoRA. This might kill OpenAI and Anthropic.

 

While running models locally protects your intellectual property, it significantly disrupts the business models of OpenAI and Anthropic. Here is how the rise of these models is reshaping the industry:

•           Closed vs. Open: The API Dilemma

o          OpenAI & Anthropic: Monetize primarily by charging per-token via gated, cloud-based APIs. This requires businesses to trust third-party servers with their data.

o          Chinese Labs: Release heavily optimized models under permissive open-source/open-weight licenses (such as MIT or Apache 2.0).

 

 Because developers can download and run them for free, they bypass paid subscriptions and API usage charges altogether.

 

•           Closing the Capability Gap

o          The perception that only U.S. frontier models possess advanced capabilities has shifted. Free models (like Z.ai’s GLM-5.2) offer large context windows and challenge premium corporate servers in both coding and reasoning.

o          Open-weight models are highly competitive, routinely scoring within a few benchmark points of GPT-5.5 and Claude Opus.

•           Cost Inversion

o          Training and serving AI in the U.S. is becoming unexpectedly costly.

o          Chinese models operate at a fraction of the cost, often functioning effectively on consumer-grade hardware or local private enterprise servers.

•           Industry Shift

o          The growing adoption of local models has forced a reevaluation of the closed-source business model. American labs are responding by arguing that open-weights and free accessibility devalue proprietary systems.

For a deeper dive into evaluating self-hosted models, the industry consensus on Veracity AI highlights how teams in compliance-heavy environments are now deploying open models to secure their operational pipelines.

We Will Build Communism in Twenty Years

The President of Lithuania, a communist, Gitanas Nausėda “wants everything at once: billions for defense, anti-cyclical policies, sustainable finances” [1] and that bananas grow on apple trees. Here, the Michurinians of Lithuania must make an effort. The party tells us to.

 

1. komentuojantis

Pastatysime komunizmą per dvidešimt metų

Lietuvos Prezidentas, komunistas, Gitanas Nausėda “nori visko vienu metu: milijardų gynybai, anticikliškos politikos, tvarių finansų” [1] ir kad bananai augtų ant obelų. Čia Lietuvos komunistiniai mičiurininkai privalo pasistengti. Partija liepia.

 

1. komentuojantis

Everything Remains Expensive Indefinitely – the US toll on shipping through the Strait of Hormuz has been replaced by trade and massive investment deals with Gulf allies. This keeps prices high indefinitely. US reimposes blockade on Iranian ports, Trump threatens to hit bridges, power plants

 

“The US military reimposed a blockade on Iranian ports early Wednesday in response to Tehran’s attacks on ships trying to pass through the Strait of Hormuz. At the time, President Donald Trump threatened that Iranian bridges and power plants could be targeted by next week if talks were not resumed.

 

The renewed blockade of Iranian ports has provoked fresh strikes in countries in the region where American forces are stationed, and put a temporary ceasefire agreement in even greater jeopardy.

 

Days of US attacks on Iran, Tehran’s retaliatory strikes in the Middle East and the two countries’ attempts to fight for control of the waterway that carries a fifth of the world’s oil and natural gas in peacetime threaten to push the region back into all-out war.

 

The US first imposed the blockade in mid-April and then lifted it in mid-June – shortly after the signing of the interim agreement. The agreement set a 60-day ceasefire and a similar period for talks on issues such as Iran’s nuclear program, but the talks have stalled as fighting over the strait has intensified.

 

Iran’s paramilitary Revolutionary Guards threatened on Wednesday to cut off all energy exports from the Middle East because of the blockade.

 

“Oil and gas exports from the region will be for everyone or no one,” it said.

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At the time, Trump said in an interview with Fox News Channel on Tuesday night that more US strikes on Iran would be carried out in the next two days, with bridges and power plants likely to be targeted by next week if talks are not resumed. The US has already struck at least one bridge.

 

“You better make a deal or you’ll be left with nothing,” Trump warned.

 

When US President Donald Trump announced the reimposition of the blockade on Monday, he also said he would impose a 20% tax on ships sailing through the strait. But hours before the blockade was to be reimposed, he abandoned the plan to levy the tax, citing demands from Gulf allies and promises of huge investments in the US economy.

 

Both US and Iran strike after renewed blockade

 

The US Central Command said on Wednesday that the US had launched another wave of strikes in seven hours, striking dozens of targets in the reimposition of the blockade.

 

Bahrain and Kuwait were on missile alert early on Wednesday as the countries faced what has become a routine Iranian fire, further complicating the ceasefire.

 

US Navy Admiral Brad Cooper, commander of the Central Command leadership, said in a statement that Iran had launched dozens of missiles and drones into neighboring Gulf Arab countries.

 

“U.S. forces hold Iran accountable for its unprovoked aggression that continues to endanger the lives of innocent people,” Cooper said.

 

At least 19 U.S. warships are in the Arabian Sea, including two aircraft carriers and an amphibious assault ship carrying more than 1,000 Marines. Central Command also said on social media that “hundreds of military aircraft are operating throughout the Middle East.”

 

When the U.S. and Israel launched a war on Iran on Feb. 28, Tehran effectively closed the strait, attacking and threatening ships. That sent prices for oil, fertilizer and other commodities soaring.

 

Iran has recently attacked ships sailing through the strait near Oman, a route patrolled by the US military and not controlled by Tehran, sparking recent violence. The US has threatened to reopen the strait by force, but experts say that would require a much larger force, possibly tens of thousands of ground troops.

 

Iran’s ambassador to the United Nations, Amir Saeed Iravanis, has criticized the continued American attacks on his country.

 

“The US is an aggressor, not a victim,” he wrote to the head of the world body, the state news agency IRNA reported.”

 

Viskas toliau lieka brangu – JAV rinkliava už plaukimą Hormūze buvo pakeista prekybos ir didžiulių investicijų susitarimais su Persijos įlankos sąjungininkėmis. Tai išlaiko kainas aukštomis neribotai. JAV vėl įvedė blokadą Irano uostams, D. Trumpas grasina smogti tiltams ir elektrinėms

 

“JAV kariuomenė ankstų trečiadienį vėl įvedė blokadą Irano uostams dėl Teherano atakų prieš laivus, bandančius praplaukti Hormuzo sąsiauriu. Tuo metu prezidentas Donaldas Trumpas pagrasino, kad iki kitos savaitės taikiniais gali tapti Irano tiltai ir elektrinės, jei nebus atnaujintos derybos.

 

Irano uostų blokados atnaujinimas išprovokavo naujus smūgius regiono šalyse, kuriose dislokuotos amerikiečių pajėgos, o laikinajam susitarimui dėl karo nutraukimo iškilo dar didesnis pavojus.

 

Kelias dienas trunkančios JAV atakos prieš Iraną, Teherano atsakomieji smūgiai Viduriniuose Rytuose ir abiejų šalių bandymai kovoti dėl vandens kelio, kuriuo taikos metu gabenama penktadalis pasaulio naftos ir gamtinių dujų, kontrolės kelia grėsmę vėl įstumti regioną į visuotinį karą.

 

Pirmą kartą JAV blokadą įvedė balandžio viduryje, o vėliau, birželio viduryje, ją atšaukė – netrukus po laikinojo susitarimo pasirašymo. Šiuo susitarimu buvo nustatytos 60 dienų paliaubos ir tokios pat trukmės laikotarpis deryboms tokiais klausimais kaip Irano branduolinė programa, tačiau derybos įstrigo, suintensyvėjus kovoms dėl sąsiaurio.

 

Irano sukarinta Revoliucinė gvardija trečiadienį pagrasino dėl blokados sustabdyti visą energijos eksportą iš Vidurinių Rytų.

 

„Naftos ir dujų eksportas iš regiono bus skirtas arba visiems, arba niekam“, – pareiškė ji.

Noriu gauti nemokamą Dienos verslo naujienos naujienlaiškį

 

Tuo metu D. Trumpas, antradienio vakarą kalbėdamas televizijai „Fox News Channel“, sakė, kad per ateinančias dvi dienas bus suduota daugiau JAV smūgių Iranui, o iki kitos savaitės taikiniais gali tapti tiltai ir elektrinės, jei nebus atnaujintos derybos. JAV jau sudavė smūgį bent vienam tiltui.

 

„Geriau susitarkite, kitaip jums nieko neliks“, – perspėjo D. Trumpas.

 

Kai JAV prezidentas Donaldas Trumpas pirmadienį paskelbė apie blokados sugrąžinimą, jis taip pat pareiškė, kad įves 20% mokestį pro sąsiaurį plaukiantiems laivams. Tačiau likus kelioms valandoms iki blokados atnaujinimo jis atsisakė plano rinkti mokesčius, remdamasis Persijos įlankos sąjungininkų prašymais ir pažadais susimokėti didžiulėmis investicijomis į JAV ekonomiką.

 

Atnaujinus blokadą, smūgius sudavė ir JAV, ir Iranas

 

JAV kariuomenės Centrinė vadovybė trečiadienį pranešė, kad vėl įvesdama blokadą JAV surengė dar vieną smūgių bangą, per septynias valandas atakavusi dešimtis taikinių.

 

Trečiadienį anksti ryte Bahreine ir Kuveite buvo paskelbti įspėjimai apie raketų pavojų, šioms šalims susidūrus su Irano ugnimi, kuri jau tapo kasdienybe, o tai dar labiau apsunkina paliaubas kare.

 

JAV karinių jūrų pajėgų admirolas Bradas Cooperis, vadovaujantis Centrinei vadovybei, pareiškime nurodė, kad Iranas paleido dešimtis raketų ir dronų į kaimynines Persijos įlankos arabų šalis.

 

„JAV pajėgos reikalauja Irano atsakomybės už nepagrįstą agresiją, kuri ir toliau kelia pavojų nekaltų žmonių gyvybėms“, – teigė B. Cooperis.

 

Arabijos jūroje yra mažiausiai 19 JAV karo laivų, įskaitant du lėktuvnešius ir desantinį laivą, kuriame yra daugiau nei 1.000 jūrų pėstininkų. Centrinė vadovybė socialiniuose tinkluose taip pat pranešė, kad „visuose Viduriniuose Rytuose veikia šimtai karinių orlaivių“.

 

Kai JAV ir Izraelis vasario 28 dieną pradėjo karą prieš Iraną, Teheranas faktiškai uždarė sąsiaurį, puldinėdamas laivus ir jiems grasindamas. Dėl to smarkiai pakilo naftos, trąšų ir kitų prekių kainos.

 

Pastaruoju metu Iranas puolė laivus, plaukiančius pro sąsiaurį maršrutu netoli Omano, kurį prižiūri JAV kariuomenė ir kurio Teheranas nekontroliuoja, o tai išprovokavo pastarojo meto smurtą. JAV pagrasino vėl atidaryti sąsiaurį jėga, tačiau ekspertai teigia, kad tam prireiktų kur kas didesnių pajėgų, o galbūt ir dešimčių tūkstančių sausumos karių.

 

Irano ambasadorius Jungtinėse Tautose (JT) Amiras Saeidas Iravanis sukritikavo besitęsiančias Amerikos atakas prieš jo šalį.

 

„JAV yra agresorė, o ne auka“, – rašė jis pasaulinės organizacijos vadovui, pranešė valstybinė naujienų agentūra IRNA."