Knowledge & ResearchGemini 2.5 Flash

Research Summarizer Using Gemini 2.5 Flash

Optimized prompts and cost breakdowns for running research summarizer with Gemini 2.5 Flash.

About Gemini 2.5 Flash

Provider: google
Context Window: 1000K tokens
Input Cost: $0.1 / 1M tokens
Output Cost: $0.4 / 1M tokens

Best For

SpeedCost efficiencyHigh volumeMultimodal

Optimized Prompts for Gemini 2.5 Flash

These prompts are tailored to work best with Gemini 2.5 Flash'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 Gemini 2.5 Flash

input tokens: ~1350 tokens
output tokens: ~421 tokens
cost per request: $0.0201
monthly 1000 requests: $12.58

Rate Limiting Considerations

Consider batching requests during peak hours Check provider rate limits for Gemini 2.5 Flash

Monitoring with Administrate

Track latency and token usage for Gemini 2.5 Flash in Administrate dashboard