Atlas / Models / Anthropic / Anthropic: Claude Opus 4.8 (Fast)

Anthropic: Claude Opus 4.8 (Fast)✓ Catalog verified

anthropic/claude-opus-4.8-fast

Fast-mode variant of 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

Input price
$10.00 /1M
Output price
$50.00 /1M
Context
1M
Modalities
textimagefile
Released
May 27, 2026
Tool calling
✓ Yes
Atlas signal
90/100
01

Overview

Fast-mode variant of 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

Access: available through the official Anthropic API. Context window: 1M.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Aug 6, 2026
02

Specifications

API identifieranthropic/claude-opus-4.8-fast
ProviderAnthropic
Model typeMultimodal LLM
Context window1M catalog
Input modalitiestext · image · file
Output modalitiestext
ReleasedMay 27, 2026
TokenizerClaude
ModeratedYes
Architecture modalitytext+image+file->text
Supported parameters
include_reasoningmax_tokensreasoningreasoning_effortresponse_formatstopstructured_outputstool_choicetoolsverbosity
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_k": null,
  "top_p": null,
  "temperature": null,
  "presence_penalty": null,
  "frequency_penalty": null,
  "repetition_penalty": null
}
03

Pricing

Live pricing components for anthropic/claude-opus-4.8-fast as published in the catalog.

$10.00
Input /1M
$50.00
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$0.00001$10.00 / 1MPer input token
Completion tokens$0.00005$50.00 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search fee$0.01$0.010000Per search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$15Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual Understanding✓ SupportedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool Calling✓ SupportedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Anthropic: Claude Opus 4.8 (Fast)
MMLU Signal (Reasoning)
95signal
Coding Signal (HumanEval proxy)
92signal
Math Signal (GSM8K proxy)
87signal
Science Signal (GPQA proxy)
87signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Anthropic: Claude Opus 4.8 (Fast) through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="anthropic/claude-opus-4.8-fast",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
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Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Anthropic: Claude Opus 4.8 (Fast) cost?

$10.00 per 1M input tokens and $50.00 per 1M output tokens on the official Anthropic API.

What is the context window of Anthropic: Claude Opus 4.8 (Fast)?

Anthropic: Claude Opus 4.8 (Fast) supports up to 1M tokens of context.

Does Anthropic: Claude Opus 4.8 (Fast) support tool / function calling?

Yes, Anthropic: Claude Opus 4.8 (Fast) supports tool / function calling — you can register tools and the model will emit structured tool calls.

How do I access Anthropic: Claude Opus 4.8 (Fast)?

Use the official Anthropic API with the model id `anthropic/claude-opus-4.8-fast`. See the Quick start section above for code examples.