Upstage
Released April 6, 2026

Solar Pro 3

Solar Pro 3 by Upstage is a Mixture-of-Experts LLM with a 128K context window and Korean-optimized multilingual support for reasoning and tool use.

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Outputs
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Model Overview

Capabilities, design details, and architectural traits

Solar Pro 3 - Multilingual Mixture-of-Experts LLM

Solar Pro 3 is presented by Upstage as a Mixture-of-Experts language model designed for reasoning, tool use, and multilingual performance, with a strong focus on Korean.

Defining Characteristics

  • Mixture-of-Experts architecture: Officially described as a MoE model, emphasizing computational efficiency.
  • 128K context window: The model is documented with a 128K token context window, supporting long prompts and extended workflows.
  • Korean-first multilingual support: Upstage positions Solar Pro 3 as optimized for Korean, with English and Japanese support also documented.
  • Tool use and structured outputs: Official and provider documentation mention tool use, function calling, and structured output/schema-compliant generation.

Core Design

  • Solar Pro 3 is framed as a reasoning-oriented enterprise model rather than a general chat model, with agent-like workflows called out in official partner documentation.
  • The model is available through Upstage-related platforms and partner integrations, including Puter.js and OpenRouter listiter.js and OpenRouter listings.

Benchmark Performance

Independent evaluations · Artificial Analysis

7.8%
Intelligence
16.2%
Coding Index
1.4%
Agentic Index

Accuracy & Capability Details

GPQA - Graduate Science72.4%
Humanity's Last Exam10.3%
SciCode - Scientific Coding25.5%
Instruction Following71.2%
Long Context Reasoning32.3%
τ²-Bench - Agentic Tasks86.3%
TerminalBench - System Control7.6%

Compare Models Side-by-Side

Evaluate specifications, pricing, and independent benchmark indices

Model Details
General Info
ProviderUpstageAnthropicAnthropic
Release DateApril 6, 2026September 22, 2026September 28, 2026
Knowledge Cutoff--Jun 2026
Context & Limits
Context Window128K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
$0.15
Best Input Pricing
$4$2
Output Pricing
$0.60
Best Output Pricing
$20$10
Modalities
Inputs
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Outputs
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Benchmarks (0-100)
Intelligence Index7.8
57.6
Best Intelligence Index
56.0
Coding Index16.2--
Agentic Index1.4--
Solar Pro 3
Claude Opus 5.5
Claude Sonnet 5.5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

10%
Solar Pro 3
Humanity's Last Exam
Score: 10%
Solar Pro 3
61%
Claude Opus 5.5
Humanity's Last Exam
Score: 61%
Claude Opus 5.5
55%
Claude Sonnet 5.5
Humanity's Last Exam
Score: 55%
Claude Sonnet 5.5

Long Context Reasoning

Logical reasoning over long context windows.

32%
Solar Pro 3
Long Context Reasoning
Score: 32%
Solar Pro 3
85%
Claude Opus 5.5
Long Context Reasoning
Score: 85%
Claude Opus 5.5
83%
Claude Sonnet 5.5
Long Context Reasoning
Score: 83%
Claude Sonnet 5.5

SciCode Benchmark

Scientific coding and mathematical modeling.

26%
Solar Pro 3
SciCode Benchmark
Score: 26%
Solar Pro 3
67%
Claude Opus 5.5
SciCode Benchmark
Score: 67%
Claude Opus 5.5
61%
Claude Sonnet 5.5
SciCode Benchmark
Score: 61%
Claude Sonnet 5.5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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