Analysis Summary
Claude Opus 4.8 batch is equipped for long-context, multimodal workflows, with vision, file input, tool use, and function calling over a million-token context window. Those features suit codebase review, contract analysis, strategic research, and agent workflows requiring persistent context.
The $2.50 input and $12.50 output pricing supports premium use cases rather than bulk generation. Its practical profile is promising for high-stakes client work, but this particular batch variant has no independent benchmark results. Coding strength, reasoning consistency, and instruction-following reliability therefore remain unverified in the supplied data.
Use it as a pilot option for complex document and tool-connected tasks. Confirm output quality and latency under representative workloads before wider adoption.
Assessed August 9, 2026
Editorial notes
Claude Opus 4.8 batch provides a million-token context, multimodal input, and full tool integration for complex client work, but this batch variant has no independent benchmark record.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Claude Opus 4.8 batch provides a million-token context, multimodal input, and full tool integration for complex client work, but this batch variant has no independent benchmark record.
How Anthropic: Claude Opus 4.8 (batch) compares
Anthropic: Claude Opus 4.8 (batch) ranks #7 of 420 AI models we track for overall intelligence, #9 of 193 for coding, #17 of 175 for agentic tasks. Its 1M-token context window is larger than 86% of the models we list. At $2.50 per million input tokens it is cheaper than 14% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on intelligence. The pulled-in content corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $2.50 | $0.002500 |
| Output | $12.50 | $0.012500 |
What would Anthropic: Claude Opus 4.8 (batch) cost your business?
Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.
A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 688 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Anthropic: Claude Opus 4.8 (batch) for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Anthropic: Claude Opus 4.8 (batch)
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..
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<a href="https://designforonline.com/ai-models/anthropic-claude-opus-4-8-batch/"><img src="https://designforonline.com/?aiml_badge=anthropic-claude-opus-4-8-batch&theme=dark" alt="Anthropic: Claude Opus 4.8 (batch), ranked #25 on the Design for Online AI Leaderboard" width="400" height="76"></a>
<a href="https://designforonline.com/ai-models/anthropic-claude-opus-4-8-batch/"><img src="https://designforonline.com/?aiml_badge=anthropic-claude-opus-4-8-batch&theme=light" alt="Anthropic: Claude Opus 4.8 (batch), ranked #25 on the Design for Online AI Leaderboard" width="400" height="76"></a>
Frequently asked questions about Anthropic: Claude Opus 4.8 (batch)
How much does Anthropic: Claude Opus 4.8 (batch) cost?
Anthropic: Claude Opus 4.8 (batch) costs $2.50 per million input tokens and $12.50 per million output tokens.
What is the context window of Anthropic: Claude Opus 4.8 (batch)?
Anthropic: Claude Opus 4.8 (batch) has a context window of 1,000,000 tokens (1M).
Is Anthropic: Claude Opus 4.8 (batch) good for coding?
On our coding benchmark index, Anthropic: Claude Opus 4.8 (batch) ranks #9 of 193 models, placing it in the top quartile of the field for code generation and debugging.
What can Anthropic: Claude Opus 4.8 (batch) do?
Anthropic: Claude Opus 4.8 (batch) supports image/vision input, tool use, and function calling.
Who created Anthropic: Claude Opus 4.8 (batch)?
Anthropic: Claude Opus 4.8 (batch) is developed by Anthropic and was released on May 27, 2026.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: August 10, 2026 8:38 pm