Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
Anthropic: Claude Opus 4.6 (Fast) is lower-cost for the default monthly workload scenario.
Adjust the workload in the calculator below to see a live recommendation for your usage.
| Metric | Anthropic: Claude Opus 4.6 (Fast) | OpenAI: GPT-5.4 Pro |
|---|---|---|
| Developer | anthropic | openai |
| Context Window | 1,000,000 | 1,050,000 |
| Max Output Tokens | 128,000 | 128,000 |
| Input Cost / 1M Tokens | $30.00 | $30.00 |
| Output Cost / 1M Tokens | $150.00 | $180.00 |
| Projected Monthly Cost | $12,600 | $14,400 |
| Vision | ✅ Yes | ✅ Yes |
| Tool Calling | ✅ Yes | ✅ Yes |
| Structured Output | ✅ Yes | ✅ Yes |
| Reasoning | ✅ Yes | ✅ Yes |
| Web Search | ❌ No | ❌ No |
| Tokenizer | Claude | GPT |
| MMLU Score | N/A | N/A |
Price History
Not enough data yet. Price tracking started recently — check back in a few days.
Price History
Current Input / 1M
$30.00
Current Output / 1M
$180.00
Performance History
Not enough data yet. Performance tracking started recently — check back in a few days.
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
98.7%
Adjust your workload to see projected monthly costs.
Anthropic: Claude Opus 4.6 (Fast)
$12,600
per month
Lower costOpenAI: GPT-5.4 Pro
$14,400
per month
Live Recommendation
Anthropic: Claude Opus 4.6 (Fast) is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.