Atlas / Models / Anthropic / Anthropic: Claude Opus 4.8

Anthropic: Claude Opus 4.8✓ Catalog verified

anthropic/claude-opus-4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

Input price
$5.00 /1M
Output price
$25.00 /1M
Context
1M
Modalities
textimagefile
Released
May 27, 2026
Tool calling
✓ Yes
Atlas signal
91/100
01

Overview

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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
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_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatstopstructured_outputstemperaturetool_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 as published in the catalog.

$5.00
Input /1M
$25.00
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$0.000005$5.00 / 1MPer input token
Completion tokens$0.000025$25.00 / 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

$7.5Calculated 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
MMLU Signal (Reasoning)
97signal
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 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",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

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 cost?

$5.00 per 1M input tokens and $25.00 per 1M output tokens on the official Anthropic API.

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

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

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

Yes, Anthropic: Claude Opus 4.8 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?

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