Best cost/speed trade-off
Anthropic
anthropic$23.3333 / 1M tokens
7.38 s estimated response
Anthropic: Claude Opus 4.8 (Fast) provider comparison
anthropic/claude-opus-4.8-fast
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/fast-mode
- Endpoints:
- 1
- Context:
- 1M
- Input:
- text, image, file
- Output:
- text
At a glance
Comparison winners
Based on 1,000 input and 500 output tokens using the latest published median speed data.
Visual comparison
Price and performance charts
Compare published endpoint pricing and estimated response time visually.
USD per 1 million tokens for input and output. Lower is better.
Anthropic has the lowest estimated cost for 1,000 input and 500 output tokens at $0.035.
Based on 1,000 input and 500 output tokens. Cost is shown in USD per 1 million tokens. Lower and further left is better; the single best cost/speed trade-off appears at full opacity.
1 provider has complete pricing and speed data. Anthropic is closest to the ideal combination of lowest cost and fastest response.
Server-rendered comparison
Provider endpoints
Prompt and completion prices are effective USD per token as published by OpenRouter. Missing speed data never removes an endpoint.
Rank providers by
| Provider / route | Current pricing ↗ | Speed measurements | Endpoint details |
|---|---|---|---|
| Provider / route | Current pricing
| Speed measurements
| Endpoint details
10 parametersinclude_reasoning, max_tokens, reasoning, reasoning_effort, response_format, stop, structured_outputs, tool_choice, tools, verbosity |
Endpoint data fetched .
Claude Opus 4.8 (Fast) deployment guide
How to choose a Claude Opus 4.8 (Fast) inference provider
Claude Opus 4.8 (Fast) is indexed here as a text model by Anthropic, with 1 provider endpoint from Anthropic. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.
Match the endpoint to the workload
The model publishes a 1M-token context window. It accepts text, image, file input and returns text output. 10 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.
Compare the real request economics
Anthropic currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.035. Input-heavy and output-heavy applications can produce a different result, so review both per-million-token prices in the endpoint table.
Balance response start and generation speed
Anthropic currently has the shortest estimated 500-token response at 7.38 seconds. Anthropic is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.