API PRICING COMPARISON • ANTHROPIC VS GOOGLE195K vs 1024K Context
Claude 3 Opus vs. Google Gemini 2.0 Flash-Lite
Comparing token pricing, prompt caching rates, 50% batch discounts, and monthly enterprise economics between Claude 3 Opus and Google Gemini 2.0 Flash-Lite.
HEAD-TO-HEAD UNIT COST BENCHMARK
Direct Pricing Breakdown: Claude 3 Opus vs. Google Gemini 2.0 Flash-Lite
✓ Google Gemini 2.0 Flash-Lite is 100% Cheaper
| Cost Dimension | Claude 3 Opus (Anthropic) | Google Gemini 2.0 Flash-Lite (Google) | Comparison Advantage |
|---|---|---|---|
| Input Tokens / 1M | $15.00 | $0.07 | -100% with Google Gemini 2.0 Flash-Lite |
| Output Tokens / 1M | $75.00 | $0.30 | -100% with Google Gemini 2.0 Flash-Lite |
| Cached Prompt Read / 1M | $1.500 | $0.019 | 75% cache savings on Google Gemini 2.0 Flash-Lite |
| Batch 50% Off-Peak Rate | $7.50 in / $37.50 out | $0.04 in / $0.15 out | Both models support 50% batch discount |
| Context Window Limit | 195K tokens | 1024K tokens | Google Gemini 2.0 Flash-Lite has +829K higher limit |
| Est. Production Cost (2.5K req/day) | $6,975/mo | $32.06/mo | Save $6,942.94/mo with Google Gemini 2.0 Flash-Lite |
| Model | Provider | Input / 1M | Output / 1M | Cache Saved | Monthly API Cost | Self-Host Alt |
|---|---|---|---|---|---|---|
| Google Gemini 2.0 Flash-LiteVS PAIR | $0.047 | $0.3 | -$8.44 | $32.06/mo | gemma-2-9b → | |
| DeepSeek-V3 API | DeepSeek | $0.077 | $0.28 | -$18.9 | $39.9/mo | deepseek-v3 → |
| Google Gemini 2.0 Flash | $0.063 | $0.4 | -$11.25 | $42.75/mo | gemma-2-27b → | |
| OpenAI GPT-4o mini | OpenAI | $0.112 | $0.6 | -$11.25 | $69.75/mo | llama-3-1-8b → |
| DeepSeek-R1 API | DeepSeek | $0.345 | $2.19 | -$61.5 | $234.9/mo | deepseek-r1 → |
| Claude 3.5 Haiku | Anthropic | $0.44 | $4 | -$108 | $372/mo | llama-3-1-8b → |
| OpenAI o3-mini | OpenAI | $0.825 | $4.4 | -$82.5 | $511.5/mo | deepseek-r1-distill-32b → |
| Google Gemini 1.5 Pro | $0.781 | $5 | -$140.62 | $534.38/mo | llama-3-1-405b → | |
| Mistral Large 2 API | Mistral AI | $1 | $6 | -$300 | $660/mo | mistral-large-2-123b → |
| xAI Grok 2 | xAI | $1.25 | $10 | -$225 | $975/mo | llama-3-3-70b → |
| OpenAI GPT-4o | OpenAI | $1.875 | $10 | -$187.5 | $1,162.5/mo | llama-3-3-70b → |
| Claude 3.5 Sonnet | Anthropic | $1.65 | $15 | -$405 | $1,395/mo | qwen-2-5-coder-32b → |
| Claude 3 Opus | Anthropic | $8.25 | $75 | -$2,025 | $6,975/mo | deepseek-r1 → |
| OpenAI o1 | OpenAI | $11.25 | $60 | -$1,125 | $6,975/mo | deepseek-r1 → |
Inference Optimization Stack
Tools to reduce API costs and manage self-hosted LLM endpointsSmart LLM Router
OpenRouter Unified API
Route simple prompts to DeepSeek-V3 ($0.14/1M) & hard prompts to Claude 3.5 Sonnet automatically — cut API spend by 42%.
Self-Hosted AI Automation
n8n AI Agent Workflows
Connect local Ollama models or Claude/OpenAI APIs to 400+ apps with built-in prompt caching & memory.
Token Cost & Cache Monitor
Helicone LLM Observability
1-line proxy header to track exact token costs per user, enable edge caching, and prevent runaway reasoning bills.