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Claude 3.5 Sonnet vs Gemini 1.5 Pro API Token Cost Calculator for Multi-Agent Orchestration

Calculate and compare monthly API token costs, prompt caching savings, and latency between Claude 3.5 Sonnet ($3/1M in) and Gemini 1.5 Pro ($1.25/1M in) for Multi-Agent Orchestration.

Requests / Day3,000
Input Tokens / Req6,000
Output Tokens / Req1,200
Prompt Cache Hit %65%
Claude 3.5 Sonnet (Anthropic)200K Context
Estimated Monthly API Spend
$2292.30/mo
Input / Cached (1M):$3.00 / $0.300
Output (1M):$15.00
Avg Speed:~85 tok/s
Gemini 1.5 Pro (Google)2M Context
Estimated Monthly API Spend
$885.06/mo
Input / Cached (1M):$1.25 / $0.310
Output (1M):$5.00
Avg Speed:~75 tok/s
Cost Winner for Multi-Agent Orchestration: Gemini 1.5 Pro saves $1407.24/month ($16887/year) at current token volume.
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Claude 3.5 Sonnet vs Gemini 1.5 Pro API Cost & Architecture Guide

Selecting between Claude 3.5 Sonnet (Anthropic) and Gemini 1.5 Pro (Google) for production Multi-Agent Orchestration workloads requires balancing token pricing, prompt caching discounts, context window capacity (200K vs 2M), and streaming throughput (85 vs 75 tok/s).

Claude 3.5 Sonnet is priced at $3.00 per 1M input tokens ($0.300/1M with prompt caching) and $15.00 per 1M output tokens. By comparison, Gemini 1.5 Pro charges $1.25 per 1M input tokens ($0.310/1M cached) and $5.00 per 1M output tokens.

At 3,000 requests/day (540.0M monthly input tokens and 108.0M monthly output tokens with a 65% cache hit rate), Claude 3.5 Sonnet costs $2292.30/month whereas Gemini 1.5 Pro costs $885.06/monthโ€”a monthly variance of $1407.24 ($16887/year).

Frequently Asked Questions

Is Claude 3.5 Sonnet or Gemini 1.5 Pro cheaper for Multi-Agent Orchestration?

Under standard Multi-Agent Orchestration parameters (3,000 reqs/day, 6000 input tokens, 1200 output tokens, 65% cache hit), Gemini 1.5 Pro is more cost-effective, saving $1407.24 per month ($16886.88 annually).

How does prompt caching affect Claude 3.5 Sonnet vs Gemini 1.5 Pro pricing?

Claude 3.5 Sonnet reduces cached input costs to $0.3/1M tokens, while Gemini 1.5 Pro charges $0.31/1M cached input tokens. High system-prompt reuse in Multi-Agent Orchestration pipelines can cut total input token spend by 50%โ€“90%.

What are the context window and speed differences between Claude 3.5 Sonnet and Gemini 1.5 Pro?

Claude 3.5 Sonnet supports a 200K token context window at ~85 tokens/sec, while Gemini 1.5 Pro provides a 2M token context window at ~75 tokens/sec.

Disclaimer: API prices and tokenizer rules are subject to change by the respective providers.

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