Knowledge & ResearchClaude Sonnet 4.5

Research Summarizer Using Claude Sonnet 4.5

Optimized prompts and cost breakdowns for running research summarizer with Claude Sonnet 4.5.

About Claude Sonnet 4.5

Provider: anthropic
Context Window: 200K tokens
Input Cost: $3.0 / 1M tokens
Output Cost: $15.0 / 1M tokens

Best For

Balanced performanceCode generationAnalysisLong context

Optimized Prompts for Claude Sonnet 4.5

These prompts are tailored to work best with Claude Sonnet 4.5's capabilities

summarize

Summarize this research paper for a professional audience:
{{paper_text}}

Include:
1. Research question/hypothesis
2. Methodology overview
3. Key findings (3-5 bullets)
4. Limitations
5. Practical implications

Cost Breakdown

Estimated costs for running this workflow with Claude Sonnet 4.5

input tokens: ~968 tokens
output tokens: ~816 tokens
cost per request: $0.0389
monthly 1000 requests: $19.29

Rate Limiting Considerations

Monitor 429 errors in Administrate Check provider rate limits for Claude Sonnet 4.5

Monitoring with Administrate

Track latency and token usage for Claude Sonnet 4.5 in Administrate dashboard