Claude Opus 4.8 vs GPT-5.4
| Claude Opus 4.8 | GPT-5.4 | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Context Window | 1,000,000 | 400,000 |
| Release Date | — | — |
| Input Price | $5.00/ 1M tokens | $2.50/ 1M tokens |
| Output Price | $25.00/ 1M tokens | $15.00/ 1M tokens |
| Best for | agentic coding · complex reasoning · enterprise · research | coding · agents · analysis · chatbot |
Capabilities
| Claude Opus 4.8 | GPT-5.4 | |
|---|---|---|
| Vision | ✓ | ✓ |
| Reasoning | ✓ | ✓ |
| Coding | ✓ | ✓ |
| Audio | ✗ | ✗ |
| Tools | ✓ | ✓ |
| Long Context | ✓ | ✓ |
Ranking Comparison
| Claude Opus 4.8 | GPT-5.4 | |
|---|---|---|
| Overall | 47.1 | 47.1 |
| Benchmark | 0 | 0 |
| Capability | 85.7 | 85.7 |
| Price Efficiency | 100 | 100 |
| Context | 100 | 100 |
Overall = Benchmark 50% + Capability 20% + Price Efficiency 20% + Context 10%.
Benchmark Comparison
| Claude Opus 4.8 | GPT-5.4 | |
|---|---|---|
| Coding | — | — |
| Reasoning | — | — |
| Math | — | — |
| Vision | — | — |
Price History
Claude Opus 4.8
| Date | Input | Output |
|---|---|---|
| 2026-08-05 | $5.00 | $25.00 |
/ 1M tokens
GPT-5.4
| Date | Input | Output |
|---|---|---|
| 2026-08-05 | $2.50 | $15.00 |
/ 1M tokens
Claude Opus 4.8
Anthropic's top-tier model for complex agentic coding and enterprise workloads.
GPT-5.4
OpenAI's affordable flagship for coding and professional workloads.