Upstage: Solar Pro 4

Text input Text output
Author's Description

Solar Pro 4 is a large language model from Upstage. It is suited for agentic workflows, office productivity, document-intensive work, and coding.

Key Specifications
Cost
$$
Context
524K
Released
Aug 10, 2026
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Temperature Tool Choice Reasoning Include Reasoning Frequency Penalty Tools Top P Presence Penalty Response Format Max Tokens Structured Outputs
Features

This model supports the following features:

Structured Outputs Response Format Reasoning Tools
Performance Summary

Upstage's Solar Pro 4, created on August 10, 2026, is a large language model designed for agentic workflows, office productivity, document-intensive tasks, and coding. It performs among the fastest models, typically ranking in the top tier for speed (77th percentile across 8 benchmarks), and consistently offers among the most competitive pricing (90th percentile). The model demonstrates exceptional reliability, achieving a 100% success rate across all benchmarks, indicating minimal technical failures. Solar Pro 4 exhibits strong performance in several key areas. It excels in General Knowledge, achieving 99.5% accuracy and being highlighted as the most accurate model at its price point. Its Mathematics capabilities are also impressive, with 95.0% accuracy (87th percentile). The model shows solid performance in Coding (90.0% accuracy) and Ethics (99.0% accuracy). While its Hallucinations accuracy is 94.0%, it falls in the 47th percentile, suggesting room for improvement in acknowledging uncertainty. A notable weakness is its Instruction Following, where it achieved only 45.0% accuracy (32nd percentile), indicating challenges with complex, multi-layered instructions.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.03
Completion $0.12
Input Cache Read $0.006

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
Upstage
Upstage | upstage/solar-pro4-20260810 524K $0.03 / 1M tokens $0.12 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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