Upstage

Upstage is a leading South Korean generative-AI company, founded in 2020, focused on large language models and Document AI. Its open-source Solar model became the first from a Korean company to top the Hugging Face open-LLM leaderboard, and its Document AI technology is widely deployed in finance, healthcare, and government. On AI, Upstage has built the open-source Solar family of LLMs (Solar Mini, Solar 10.7B, and Solar Pro) along with its Document AI solutions.

AI Models

Solar Decide Flash is Upstage's low-latency structured decision model, a faster variant of Solar Decide built on Solar Mini 4 and served through the System One (/v1/systemone) API. Instead of generating text, it reads a state and answers typed questions, returning a choice, a score, or a yes/no answer, each with a probability taken directly from the model. Each decision is a single forward pass, and output tokens are free. It is tuned for consistently fast response times in routing, classification, and policy checks. It keeps the 512K context window, so a full document can serve as the state, and carries Solar Mini 4's Korean-language strength.

Context
524.3K
Max output
-
Released
2026-10-08
Input
$0.05 /M

Solar Decide is Upstage's structured decision model, served as a System One endpoint on Solar Mini 4. Send a state along with typed questions, and it returns a choice, a score, or a yes/no answer, each with a calibrated probability taken directly from the model rather than written out as text. Because it generates no prose, each decision takes a single forward pass and output tokens are free. With a 512K context window, an entire document can serve as the state. Solar Decide uses the same /v1/systemone schema as Jev, bringing Solar Mini 4's strong Korean understanding to routing, classification, and policy checks.

Context
524.3K
Max output
-
Released
2026-09-28
Input
$0.05 /M

Solar Mini 4 is Upstage's compact, cost-efficient language model, a 35B-parameter mixture-of-experts with 3B active parameters and a 524K context window. It is built for agentic use cases where response speed and cost matter, with fluent Korean alongside strong English and Japanese, and support for long-context workloads. When using BYOK with ZDR enforcement, the Console API key must belong to a ZDR-enabled Upstage organization. Contact Upstage to enable ZDR on your org.

Context
524.3K
Max output
-
Released
2026-09-23
Input
$0.05 /M
Output
$0.2 /M

Solar Pro 4 is Upstage's cost-efficient large language model, featuring a 524K context window. It is built for long-horizon tasks and agentic workflows, with strong capabilities in office productivity, document-intensive work, and coding. When using BYOK with ZDR enforcement, the Console API key must belong to a ZDR-enabled Upstage organization. Contact Upstage to enable ZDR on your org.

Context
524.3K
Max output
-
Released
2026-08-10
Input
$0.15 /M
Output
$0.6 /M

Solar Pro 3 is Upstage's powerful Mixture-of-Experts (MoE) language model. With 102B total parameters and 12B active parameters per forward pass, it delivers exceptional performance while maintaining computational efficiency. Optimized for Korean with English and Japanese support.

Context
131.1K
Max output
-
Released
2026-01-27
Input
$0.15 /M
Output
$0.6 /M

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