Operational Review

Upstage: Solar Pro 3

Upstage: Solar Pro 3 is a cost-efficient model with standard context support, suited to agent workflows and advanced reasoning for enterprise teams.

Try Upstage: Solar Pro 3 with your team

Last reviewed: 2026-06-09

Upstage

Stable

Context Window

128,000

Input / 1M

$0.23

Output / 1M

$0.90

Watch Upstage: Solar Pro 3 in Remova

See how a team selects Upstage: Solar Pro 3, passes policy checks, and routes the request safely through Remova.

Use Upstage: Solar Pro 3 Safely on Remova

Model demo

A 36-second overview showing how teams can select Upstage: Solar Pro 3 inside Remova, pass policy checks, apply it to real-world work, and use advanced AI with redaction, routing, budgets, and audit trails.

Video transcript

Upstage: Solar Pro 3 for enterprise AI. Remova routes model access, long-context analysis, and assistant workflows through governance controls. In the Remova interface, a user selects Upstage: Solar Pro 3, passes sensitive data redaction, budget threshold, and role access checks, then runs the request safely. Teams can use Upstage: Solar Pro 3 for summarize long documents, support finance planning, prepare legal and compliance reviews, create presentations, code and debug, analyze spreadsheets. Use Upstage: Solar Pro 3 safely on Remova with redaction, routing, budgets, and audit trails built in. Sign up now.

What can you do with Upstage: Solar Pro 3?

Practical ways teams can use Upstage: Solar Pro 3 inside governed AI workflows.

Summarize long documents with Upstage: Solar Pro 3

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with Upstage: Solar Pro 3.

Support finance planning with Upstage: Solar Pro 3

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with Upstage: Solar Pro 3.

Prepare legal and compliance reviews with Upstage: Solar Pro 3

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with Upstage: Solar Pro 3.

Create presentations with Upstage: Solar Pro 3

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with Upstage: Solar Pro 3.

Code and debug with Upstage: Solar Pro 3

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with Upstage: Solar Pro 3.

Analyze spreadsheets with Upstage: Solar Pro 3

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with Upstage: Solar Pro 3.

Draft customer communications with Upstage: Solar Pro 3

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with Upstage: Solar Pro 3.

Build workflow automations with Upstage: Solar Pro 3

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with Upstage: Solar Pro 3.

Research competitors and markets with Upstage: Solar Pro 3

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with Upstage: Solar Pro 3.

Create knowledge-base answers with Upstage: Solar Pro 3

Answer employee questions from internal policies, product docs, training material, and operating procedures with Upstage: Solar Pro 3.

Improve security reviews with Upstage: Solar Pro 3

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with Upstage: Solar Pro 3.

Generate product and marketing copy with Upstage: Solar Pro 3

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with Upstage: Solar Pro 3.

Why this model

Upstage: Solar Pro 3 is available in Remova as a standard context option with $0.23 per 1M tokens input pricing, $0.90 per 1M tokens output pricing, and text->text modality support for enterprise AI operations.

Upstage: Solar Pro 3 offers standard context capacity for enterprise prompts and documents.
Current Remova pricing band is cost-efficient: $0.23 per 1M tokens input and $0.90 per 1M tokens output.
Best-fit workloads include: Agent workflows, Advanced reasoning.
Apply department budgets and alert thresholds from day one.

At a glance

Model ID: upstage/solar-pro-3
Context Window: 128,000 tokens
Modality: text->text
Input Modalities: text
Output Modalities: text
Input Price: $0.23 per 1M tokens
Output Price: $0.90 per 1M tokens
Provider: Upstage
Listing Date: 2026-01-27

Strengths

Upstage: Solar Pro 3 is suited for agent workflows.
Supports standard context for multi-step prompts and larger working sets.
Pricing profile is cost-efficient, enabling predictable workload routing decisions.
Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

Operational drift can appear over time without recurring quality evaluations.
Standard context limits may require chunking or retrieval strategies for large documents.
Low-cost tiers can still underperform on high-consequence decisions without escalation paths.
Text-only modality can limit workflows that rely on image, audio, or document interpretation.

Best for

Upstage: Solar Pro 3 for tool-driven automation with governance checkpoints.
Upstage: Solar Pro 3 for complex analysis and long-form decision support.
Upstage: Solar Pro 3 for repeatable team workflows that need budget and access governance.
Upstage: Solar Pro 3 for productivity use cases that still need review and escalation paths.

Rollout checklist

Define where Upstage: Solar Pro 3 is default vs. fallback in your routing policy.
Enable role-based access and policy checks before opening access broadly.
Set spend guardrails by team and monitor weekly token consumption.
Measure business impact against cost before scaling usage.
Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

Free Resource

Where Should Your Team Start with AI?

Tell us your industry and team size. We'll tell you which AI use cases will save the most time with the least setup.

You get

A shortlist of AI use cases ranked by impact and effort for your situation.

Tuning notes

include_reasoning

Enable only where reasoning traces add operational value or review quality.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

reasoning

Increase reasoning effort only for complex tasks that justify extra cost.

response_format

Prefer structured output where responses feed internal systems.

Free Assessment

What Could Go Wrong?

5 questions about how your company uses AI today. We'll show you the risks most companies miss until it's too late.

You get

A risk breakdown with the 3 things you should fix first.

Knowledge Hub

Upstage: Solar Pro 3 FAQs

Choose Upstage: Solar Pro 3 when the workload aligns with agent workflows, advanced reasoning and quality targets justify its pricing profile.

It depends on workload mix. Most organizations use routing policies so routine traffic stays on lower-cost tiers.

Validate quality on real internal prompts, token efficiency, latency, and policy compliance behavior.

Deploy This Model With Governance

Use policy controls, role-based access, and budget guardrails before enabling advanced model tiers at scale.

Try Upstage: Solar Pro 3 with your team