GPT-4o vs Claude 3.5 Haiku: API Pricing, Context & Automation ROI
Switching from GPT-4o to Claude 3.5 Haiku cuts token costs by 62% on compatible workflows. Compare exact token pricing and speed below.
Side-by-Side Technical & Cost Comparison
| Metric | GPT-4o (OpenAI) | Claude 3.5 Haiku (Anthropic) |
|---|---|---|
| Input Cost (per 1M tokens) | $2.500 | $0.800 |
| Cached Input Cost (per 1M) | $1.250 | $0.080 |
| Output Cost (per 1M tokens) | $10.00 | $4.00 |
| Max Context Window | 128,000 tokens | 200,000 tokens |
| Throughput Speed | ~110 tokens/sec | ~140 tokens/sec |
| Monthly Cost (1,000 runs/day) | $367.50 / month | $132.00 / month |
| Best Automation Use Case | Complex enterprise automation, multimodal extraction, structured JSON outputs, and high-reliability customer agents. | Real-time chat widgets, rapid document routing, sentiment analysis, and multi-agent worker nodes. |
When to Choose GPT-4o
Complex enterprise automation, multimodal extraction, structured JSON outputs, and high-reliability customer agents.
- Native JSON Schema adherence
- Fast time-to-first-token
- Vision + Audio support
- Strong function calling
When to Choose Claude 3.5 Haiku
Real-time chat widgets, rapid document routing, sentiment analysis, and multi-agent worker nodes.
- 90% cache discount
- Fast response latency
- Strong instruction following
- 200K context window
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