Fast-mode variant of [Opus 4.8](/anthropic/claude-opus-4.8) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude…
Model details →Anthropic: Claude Opus 4.8 (Fast) vs OpenAI: GPT-4 Turbo Preview
Anthropic: Claude Opus 4.8 (Fast) wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
The preview GPT-4 model with improved instruction following, JSON mode, reproducible outputs, parallel function calling, and more. Training data: up to Dec 2023. **Note:** heavily rate limited by OpenAI while...
Model details →Side-by-side comparison
| Capability | Anthropic: Claude Opus 4.8 (Fast) | OpenAI: GPT-4 Turbo Preview | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1M | 128K | 🏆 Anthropic: Claude Opus 4.8 (Fast) |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $10.00 | $10.00 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $50.00 | $30.00 | 🏆 OpenAI: GPT-4 Turbo Preview |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Anthropic: Claude Opus 4.8 (Fast) |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | — | 🏆 Anthropic: Claude Opus 4.8 (Fast) |
Frequently asked questions
Is Anthropic: Claude Opus 4.8 (Fast) better than OpenAI: GPT-4 Turbo Preview?
Anthropic: Claude Opus 4.8 (Fast) wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Anthropic: Claude Opus 4.8 (Fast) and OpenAI: GPT-4 Turbo Preview?
Input: $10.00 vs $10.00 per 1M tokens. Output: $50.00 vs $30.00 per 1M tokens.
What context windows do Anthropic: Claude Opus 4.8 (Fast) and OpenAI: GPT-4 Turbo Preview support?
Anthropic: Claude Opus 4.8 (Fast) supports up to 1M tokens. OpenAI: GPT-4 Turbo Preview supports up to 128K tokens.
Do both Anthropic: Claude Opus 4.8 (Fast) and OpenAI: GPT-4 Turbo Preview support tool calling?
Anthropic: Claude Opus 4.8 (Fast): yes. OpenAI: GPT-4 Turbo Preview: yes.