led by Sung Kim

Upstage profile, products and governance

Seoul AI company behind the Solar models, Document Parse and Studio

Hokai's read on Upstage

Upstage suits teams that need long-document accuracy or Korean-language models from a vendor that offers a Korea-region endpoint, which is still a closed beta. By its own release, Solar Pro 4 scored 42 on the Artificial Analysis Index, and Solar Pro 2 and Solar Pro 3 were due to leave service by the end of October.

Upstage products

Models from Upstage

ModelLabContextIn / out per 1MReads and writes
Solar Pro 4Upstage's agent-first flagship LLM, released 2026, built for coding agents and long-document review rather than single-shot chat or multimodal tasks.Upstage524K$0.30 / $1.20text → text

Key products, as the company lists them

ProductWhat it is
Solar Pro 4Flagship agentic LLM (API)
Solar Mini 4Compact agent LLM (3B active parameters)
Solar Open 2Open weight MoE LLM (250B, 15B active)
Document ParseOCR and document layout API
Information ExtractStructured data extraction API
Upstage StudioDocument workflow platform

Upstage facts

Company type
Startup
Founded
2020
Headquarters
Seoul, South Korea
Led by
Sung Kim
Team size
100+ (company about page)
Privacy policy
Published
Terms of service
Published
Funding
About KRW 400B (roughly $280M) in total as of the April 2026 Series C first close (about KRW 180B, roughly $126M; lead: Sazze Partners), per Wowtale
Valuation
Above $1B at the Series C first close, 15 April 2026

Compliance certifications

  • ISO/IEC 27001
  • ISO/IEC 27701
  • HIPAA (Vanta badge)
  • SOC (AICPA badge, report type not stated)

Data regions

  • South Korea (closed beta)

Upstage releases

Every model Hokai holds for this company that carries a release date, newest first.

Companies like Upstage

CompanyTypeBased inFoundedOn Hokai
Upstage This pageStartupSeoul, South Korea20201
Mistral AIPick Upstage if long-document extraction and Korean-language work matter most; pick Mistral AI if you want a broader model range from a European lab that Upstage itself benchmarks against.Research labParis, France20239
CoherePick Upstage if you need document parsing bundled with the model; pick Cohere if retrieval and reranking models are the core of what you buy.Research labToronto, Canada20193
NaverPick Upstage for an independent model and document-AI vendor that now owns the Daum portal; pick Naver for the larger search, cloud and HyperCLOVA X ecosystem in Korea.Big techSeongnam, South Korea19991

Questions about Upstage

How much has Upstage raised and what is it worth?

Upstage's total is about KRW 400 billion (roughly $280 million), per Wowtale on 15 April 2026. That includes the first tranche of its Series C, KRW 180 billion or about $126 million with Sazze Partners leading, and the round took the valuation past $1 billion. No second close appears in the coverage read for this page.

Is Upstage a public company?

No, Upstage is private. Its planned Korea Exchange listing looks more likely in 2027 than 2026 according to a Korea Herald piece dated 13 July 2026, and none of the coverage read here confirms a filing. Kakao took a stake in Upstage in May 2026 by swapping its shares in AXZ, the operator of Daum, and Digital Today puts that stake at 15 to 25 percent by industry estimate.

What happened to Solar Pro 2 and Solar Pro 3?

Both models carry an end-of-service date of 30 October 2026 (KST) on Upstage's API pricing page, which shows Solar Pro 4 as the flagship and Solar Mini 4 as the compact model. The open-weight Solar Open 2 on Hugging Face is a different line and is not part of that retirement.

How does Upstage handle customer data?

Its privacy policy says asynchronous API results are stored for 30 days after completion, and API input and output logging for quality improvement follows the period notified at separate consent. Free-tier API requests and responses are used for service improvement and research and development. The corporate site shows badges for SOC, HIPAA, ISO/IEC 27001 and ISO/IEC 27701, but no public trust center or report was found.

Can Upstage process data inside Korea?

Yes, through the dedicated kr.api.upstage.ai endpoint, but its documentation calls the Korea region a closed beta that needs separate access authorisation. It supports Solar Mini 4, Solar Decide, Document Parse, OCR and Information Extract, and Document Parse and Information Extract run in standard mode only there.

About Upstage

Upstage is a Seoul-based AI company founded in October 2020 by former Naver Clova AI lead Sung Kim. It builds the Solar family of language models, the Document Parse and Information Extract document-AI APIs and Upstage Studio, and since May 2026 it has owned AXZ, the operator of the Daum portal.

In their words

Build intelligence for the future of work.

Upstage was founded in October 2020 by Sung Kim, a former Hong Kong University of Science and Technology professor who also led Naver's Clova AI team, according to Wikipedia. Its legal entity is registered in Gangnam-gu, Seoul, and its about page describes a remote team with hubs in Seoul, San Francisco and Tokyo; a press release of 20 August 2026 is datelined San Jose and says the company launched its US headquarters in 2025. Its homepage organises solutions by industry: insurance, healthcare, manufacturing and financial services.

Read the full background

The language models are the Solar family. Solar Pro 4 is the closed commercial flagship, announced on 20 August 2026 and built for tool calling and long-document reasoning, and Solar Mini 4 is a compact agent model with 3 billion active parameters. Solar Open 2 is a separate open-weight model on Hugging Face with 250 billion parameters, 15 billion active per token and a 1 million token context window, released in July 2026 under the Upstage Solar License, with Korea Times coverage dated 23 July. Syn Pro, co-developed with Karakuri, was certified as a domestic foundation model by Japan's METI in November 2025. Around the models sit Document Parse and Information Extract, APIs that turn contracts, forms and invoices into structured data, and Upstage Studio, a workflow product for document-heavy teams.

The last six months were busy. Upstage closed the first tranche of a Series C on 15 April 2026 and completed its acquisition of AXZ, the operator of the Daum portal, on 7 May 2026 through a share swap with Kakao. In March 2026 it announced an expanded collaboration with AMD on sovereign AI infrastructure in Korea. Solar Open 2 followed in July and Solar Pro 4 in August, and on 6 October 2026 Upstage launched the next version of Studio, which it says links contracts, invoices and delivery records and processes more than 3 million pages a day for over 100 enterprises. Its API pricing page lists Solar Pro 2 and Solar Pro 3 as reaching end of service on 30 October 2026 (KST).

On funding, Wowtale reported on 15 April 2026 that Sazze Partners led the Series C first close, sized at about KRW 180 billion or $126 million at press-time rates, taking the valuation past $1 billion and total funding to about KRW 400 billion, roughly $280 million. Earlier rounds were a KRW 31.6 billion Series A in 2021, a Series B that Upstage announced as $72 million in April 2024 and a $45 million Series B bridge in August 2025, in which Amazon and AMD took part. The about page names SoftBank Ventures Asia, SK Networks, Korea Telecom and Company K Partners among its investors. Kakao received a stake in Upstage in the AXZ swap; Digital Today says the industry puts it at 15 to 25 percent.

Revenue comes from per-token use of the Solar API, from Document Intelligence and Studio contracts, and from deployment through the AWS, Azure and Snowflake marketplaces or on premises. Digital Today reported on 15 May 2026 that Upstage's revenue was KRW 24.8 billion in 2025, up from KRW 5.9 billion in 2022, and that AXZ's own annual revenue is in the KRW 300 billion range, so consolidated revenue will jump once the deal is booked. Wowtale's April 2026 report adds that revenue growth exceeded 130 percent year over year.

Sung Kim is the CEO. Lucy Park is Chief Product Officer and Kasey Roh is US CEO, both named in the 6 October 2026 Studio release. The about page says the team has more than 100 people and counts more than 100 academic papers; it was named lead organisation for the Korean government's Independent Foundation Model project, per Wowtale. None of the pages read for this profile mention a responsible scaling policy or named red-team partners, and the model documentation is a Hugging Face card with architecture, benchmark and hardware tables rather than a system card.

Upstage loses where a buyer needs guarantees it has not yet published. The Korea region endpoint, which keeps requests and data inside Korea, is a closed beta that needs separate access authorisation and supports five models, with enhanced mode unavailable there. On 11 November 2026 an unauthenticated POST to both api.upstage.ai and kr.api.upstage.ai returned the same HTTP 401 invalid-key error, so the Korea endpoint resolves and answers like the global one but cannot be tried without credentials. Its privacy policy lets the free tier use request and response data for service improvement and research, and the site shows compliance badges but no public trust center. On raw model strength it is measured by its own release against Nvidia's Nemotron 3 Ultra and models from Mistral AI and Cohere, not against the largest US labs; for Korean consumer search and a competing sovereign model, Naver and LG AI Research are the other national names, and on document parsing Reducto is a direct alternative.

Upstage plans a Korea Exchange listing. Digital Today reported in May 2026 that it was accelerating IPO plans for the second half of the year, while the Korea Herald reported on 13 July 2026 that a listing is more likely in 2027, and none of the coverage read for this page confirms a filing. Daum will run as a separate corporation, with Upstage supplying models to it, and the plan is to add Solar to Daum's search. Kakao, which sold Daum, is profiled at Kakao, and its cloud partner is Amazon.

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