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Readiness Notes

R1 0528

R1 0528 is a balanced model with standard context support, suited to agent workflows and advanced reasoning for enterprise teams.

Try R1 0528 with your team

Last reviewed: 2026-09-02

R1 0528

DeepSeek

Stable
Context Window
163,840
Input / 1M
$0.75
Output / 1M
$3.23

What can you do with R1 0528?

Practical ways teams can use R1 0528 inside governed AI workflows.

01

Summarize long documents with R1 0528

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with R1 0528.

02

Support finance planning with R1 0528

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with R1 0528.

03

Prepare legal and compliance reviews with R1 0528

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with R1 0528.

04

Create presentations with R1 0528

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with R1 0528.

05

Code and debug with R1 0528

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with R1 0528.

06

Analyze spreadsheets with R1 0528

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with R1 0528.

07

Draft customer communications with R1 0528

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with R1 0528.

08

Build workflow automations with R1 0528

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with R1 0528.

09

Research competitors and markets with R1 0528

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with R1 0528.

10

Create knowledge-base answers with R1 0528

Answer employee questions from internal policies, product docs, training material, and operating procedures with R1 0528.

11

Improve security reviews with R1 0528

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with R1 0528.

12

Generate product and marketing copy with R1 0528

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with R1 0528.

Why this model

R1 0528 is available in Remova as a standard context option with $0.75 per 1M tokens input pricing, $3.23 per 1M tokens output pricing, and text input to text output support.

  • R1 0528 offers standard context capacity for enterprise prompts and documents.
  • Current Remova pricing band is balanced: $0.75 per 1M tokens input and $3.23 per 1M tokens output.
  • Best-fit workloads include: Agent workflows, Advanced reasoning.
  • Use policy checks and output review on sensitive workflows.

At a glance

Model ID
deepseek/deepseek-r1-0528
Context Window
163,840 tokens
Modality
Text input to text output
Input Modalities
Text
Output Modalities
Text
Input Price
$0.75 per 1M tokens
Output Price
$3.23 per 1M tokens
Provider
DeepSeek
Listing Date
2025-05-28

Strengths

  • R1 0528 is suited for agent workflows.
  • Supports standard context for multi-step prompts and larger working sets.
  • Pricing profile is balanced, enabling predictable workload routing decisions.
  • Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

  • Prompt standards are still needed to keep output quality consistent across teams.
  • Standard context limits may require chunking or retrieval strategies for large documents.
  • Balanced-price tiers still need policy-based routing to protect monthly budgets.
  • Text-only modality can limit workflows that rely on image, audio, or document interpretation.

Best for

  • R1 0528 for tool-driven automation with governance checkpoints.
  • R1 0528 for complex analysis and long-form decision support.
  • R1 0528 for repeatable team workflows that need budget and access governance.
  • R1 0528 for productivity use cases that still need review and escalation paths.

Rollout checklist

  • Define where R1 0528 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.
  • Watch quality and spend weekly during early deployment.
  • Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

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Tuning notes

frequency_penalty

Tune repetition control for long responses in multi-step workflows.

include_reasoning

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

logit_bias

Use this parameter only with tested defaults in production workflows.

logprobs

Use this parameter only with tested defaults in production workflows.

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.

Book demo
Knowledge Hub

R1 0528 FAQs

Choose R1 0528 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 R1 0528 with your team