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Claude Opus 4.8 API Pricing & Quick Start

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...

Intelligence#10 / 573
56
Artificial Analysis Intelligence Index
Speed#125 / 586
62.5
Output tokens per second (median)
Input Price#548 / 586
$5.00NT$ 162
USD / 1M tokens
Output Price#549 / 586
$25.00NT$ 810
USD / 1M tokens
First-token latency#579 / 586
46.47s
Time to first token (AA median)
ProviderAnthropic
ReleasedMay 2026
Model IDanthropic/claude-opus-4.8

Technical specifications

Context window
1M tokens
Reasoning
Yes
Input
TextImageFile
Output
Text

Pricing comparison

BazaarLink retail price alongside AA's observed market standard.

BazaarLink price our site

Input$5.00NT$ 162
Output$25.00NT$ 810
Cache read$0.50NT$ 16
Cache write$6.25NT$ 202
3:1 blended (est.)$10.00NT$ 324
All prices per 1M tokens. Supports TWD credit card / official invoice.

Market reference Artificial Analysis

Input$5.00
Output$25.00
Cache readAA not tracked
Cache writeAA not tracked
3:1 blended$10.00
✓ Matches market reference — BazaarLink does not mark up.
Source: artificialanalysis.ai

Independent benchmarks

Scores below come from Artificial Analysis, an independent third party. BazaarLink does not participate in the testing.

Intelligence 56
Coding 74
Math
MMLU
GPQA 92
This modelCategory leader
Coding ability
#12out of 198 models
LiveCodeBench / SciCode and similar
Overall intelligence
#10out of 573 models
Aggregated across academic benchmarks
Time to first token
#579out of 586 models
AA 全球 p50:46.47 秒
Intelligence
56
Top 2%
This model
56
Category leader
61
Median
15
Coding
74
Top 6%
This model
74
Category leader
78
Median
37
GPQA
92%
This model
92%
Category leader
94%
Median
69%
HLE
46%
This model
46%
Category leader
53%
Median
7%
SciCode
54%
This model
54%
Category leader
60%
Median
33%
IFBench
62%
This model
62%
Category leader
83%
Median
44%
τ²-Bench Telecom
94%
This model
94%
Category leader
99%
Median
46%
AA-LCR
68%
This model
68%
Category leader
76%
Median
40%
Terminal-Bench Hard
58%
This model
58%
Category leader
66%
Median
14%

Top 5 — CodingCoding Index leaderboard

1GPT-5.6 Sol (xhigh)openai/gpt-5-6-sol-xhigh78$5 / $30
4GPT-5.6 Sol (high)openai/gpt-5-6-sol-high77$5 / $30
5Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)anthropic/claude-opus-5-xhigh77$5 / $25
AASource: Artificial Analysis · Independent third-party evaluation; not influenced by BazaarLinkView full evaluation on AA →

Quick Start

Use Claude Opus 4.8 via BazaarLink API — just change the base_url:

Python
from openai import OpenAI

client = OpenAI(
    base_url="https://bazaarlink.ai/api/v1",
    api_key="sk-bl-YOUR_API_KEY",
)

response = client.chat.completions.create(
    model="anthropic/claude-opus-4.8",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
TypeScript
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://bazaarlink.ai/api/v1",
  apiKey: "sk-bl-YOUR_API_KEY",
});

const response = await client.chat.completions.create({
  model: "anthropic/claude-opus-4.8",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Why use Claude Opus 4.8 via BazaarLink?

  • USD billing (TWD-quoted) + unified invoices — no foreign credit card needed for Taiwan teams
  • OpenAI-compatible API — zero code changes required
  • Automatic failover — multi-provider redundancy for the same model
  • Chinese-language support — local team, instant help
Try Now← All Models

Frequently Asked Questions

What is 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...

How much does the Claude Opus 4.8 API cost?

Claude Opus 4.8 costs $5.0000 per 1M input tokens and $25.0000 per 1M output tokens when accessed through BazaarLink.

How do I use Claude Opus 4.8 with the OpenAI SDK?

Set base_url to "https://bazaarlink.ai/api/v1" and use model ID "anthropic/claude-opus-4.8". All OpenAI SDK methods (chat.completions, embeddings, streaming) work without code changes.

What is the context window for Claude Opus 4.8?

Claude Opus 4.8 supports a context window of 1,000,000 tokens.

Is Claude Opus 4.8 available for free?

Claude Opus 4.8 is a paid model. BazaarLink offers free trial credits on registration so you can test it without a credit card.

Relay integrity checks

Tested endpoints
3,042 runs
Independent hosts
941
Model-family fingerprint match
87%
Anomalies detected
2593 runs
Data range
past 90 days

BazaarLink Probe verifies endpoints that claim to serve this model and flags behavior that differs from the reference baseline.

View the full integrity report →

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