Simulating realistic Agentic workflow parameters (40,000 in / 1,500 out with 65% cache reuse). Gemini 2.5 Pro delivers a 56% cost reduction over Perplexity Sonar Reasoning Pro.
| Traffic Volume Tier | Gemini 2.5 Pro Monthly | Perplexity Sonar Reasoning Pro Monthly | Monthly Savings by picking Gemini 2.5 Pro |
|---|---|---|---|
| 1,000 reqs/mo (Dev/Testing) | $40.625 | $92.00 | Save $51.375 / mo |
| 10,000 reqs/mo (Small App) | $406.25 | $920.00 | Save $513.75 / mo |
| 100,000 reqs/mo (Growth Production) | $4,062.50 | $9,200.00 | Save $5,137.50 / mo |
| 1,000,000 reqs/mo (Scale SaaS) | $40,625.00 | $92,000.00 | Save $51,375.00 / mo |
Gemini 2.5 Pro is 56% cheaper for Agentic workflow workloads. At standard Agentic workflow parameter ratios (40,000 input tokens, 1,500 output tokens, 65% cache hit), Gemini 2.5 Pro costs $0.0406 per request compared to $0.092 on Perplexity Sonar Reasoning Pro.
Gemini 2.5 Pro offers a context window of 1,000,000 tokens (max output: 32,768), while Perplexity Sonar Reasoning Pro offers 127,072 tokens (max output: 8,192).
At 100,000 requests per month, using Gemini 2.5 Pro saves $5,137.50 every month (or $61,650.00 annually) compared to Perplexity Sonar Reasoning Pro.
Prompt caching is the single biggest lever — each step re-reads prior context. Summarize or prune tool outputs before appending them to the transcript. Cap the step budget; runaway loops are the #1 surprise on agent invoices.