tokevenClaude · Flagship · 200K context window
Claude Opus 4.8 pricing for copywriting
$0.0525 per call at 500 input / 2,000 output tokens.
Per call
$0.0525
10K calls/mo
$525
Cache savings
90% off input
Batch savings
50% off all
Calculate your Claude Opus 4.8 costs
Adjust token counts, volume, and discount toggles to model your copywriting spend. Pricing updated weekly.
Configure your usage
Estimated cost
Quick start
Call Claude Opus 4.8 with the Anthropic Python SDK:
from anthropic import Anthropic
client = Anthropic()
response = client.messages.create(
model="claude-opus-4-8",
max_tokens=2000,
messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0525 per call at standard rates
# Input: $5.00/MTok
# Output: $25.00/MTokHow Claude Opus 4.8 compares on cost
Per-call cost for all models scoring 50+ on copywriting benchmarks. Hover for details.
Cheapest viable option: Claude Sonnet 5 at $0.0210/call (60% less, 87/100 quality).
Complete Claude Opus 4.8 pricing breakdown
Standard token rates
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $5.00 | 500 |
| Output | $25.00 | 2,000 |
Prompt caching: 90% off input tokens
Caching drops input cost from $5.00 to $0.50/MTok. For repeated system prompts, that saves $0.002250 per call.
Batch API: 50% off all tokens
Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.
Monthly cost projections
| Monthly volume | Cost per call | Standard monthly | Cached monthly | You save with caching |
|---|---|---|---|---|
| 10,000 calls | $0.0525 | $525 | $502.5 | $22.5 |
| 50,000 calls | $0.0525 | $2,625 | $2,512.5 | $112.5 |
| 100,000 calls | $0.0525 | $5,250 | $5,025 | $225 |
| 500,000 calls | $0.0525 | $26,250 | $25,125 | $1,125 |
| 1,000,000 calls | $0.0525 | $52,500 | $50,250 | $2,250 |
Claude Opus 4.8 quality benchmarks for copywriting
Use Claude Opus 4.8 for copywriting
Scores 93/100 (rank #1 of 14). Strong pick for production copywriting workloads.
Top-ranked: Claude Fable 5 (95/100) at $0.1050/call
Performance across all task types
Claude Opus 4.8 scores by task type. Copywriting highlighted.
| Task type | Confidence score | Rank out of 14 |
|---|---|---|
| Reasoning | 97/100 | #1 |
| Code Generation | 95/100 | #1 |
| Code Review | 94/100 | #2 |
| Creative Writing(current page) | 93/100 | #1 |
| Summarization | 88/100 | #4 |
| Q&A | 85/100 | #5 |
| Extraction | 82/100 | #5 |
| Classification | 80/100 | #6 |
Alternative models for copywriting
7 models score 80+ on copywriting benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (60% less, 87/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs Claude |
|---|---|---|---|---|---|---|
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 87/100 | $0.0210 | 60% cheaper |
| Gemini 3.1 Pro | Gemini | $2.00 | $12.00 | 84/100 | $0.0250 | 52% cheaper |
| GPT 5.6 Terra | GPT | $2.50 | $15.00 | 80/100 | $0.0313 | 40% cheaper |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 85/100 | $0.0315 | 40% cheaper |
| GPT 5.5 | GPT | $5.00 | $30.00 | 91/100 | $0.0625 | 19% more |
| GPT 5.6 Sol | GPT | $5.00 | $30.00 | 92/100 | $0.0625 | 19% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 95/100 | $0.1050 | 100% more |
About Claude Opus 4.8
Provider
Claude
Tier
Flagship
Context
200K tokens
Released
Apr 2026
Other models from Claude
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| Claude Sonnet 4.6 | Mid-tier | $3.00 | $15.00 | 200K |
| Claude Haiku 4.5 | Fast / Budget | $1.00 | $5.00 | 200K |
| Claude Sonnet 5 | Mid-tier | $2.00 | $10.00 | 200K |
| Claude Fable 5 | Flagship | $10.00 | $50.00 | 1,000K |
You can compare Claude Opus 4.8 head-to-head against any other model on our model comparison pages, or track how pricing has changed over time on the pricing history tracker.
Claude Opus 4.8 pricing for other use cases
See how Claude Opus 4.8 costs change across different workload types.
Code Generation
$0.1100/call
Unit Test Generation
$0.1400/call
SQL Generation
$0.0325/call
API Generation
$0.1650/call
Code Refactoring
$0.1200/call
Code Review
$0.0750/call
PR Review
$0.1150/call
Security Review
$0.0925/call
Bug Detection
$0.0750/call
Document Summarization
$0.0750/call
PDF Summarization
$0.1125/call
Meeting Notes
$0.0900/call
Email Summarization
$0.0275/call
Chatbot
$0.0350/call
RAG Pipeline
$0.0675/call
Customer Support Bot
$0.0400/call
FAQ Bot
$0.0275/call
Data Extraction
$0.0450/call
JSON Extraction
$0.0350/call
Invoice Parsing
$0.0250/call
Resume Parsing
$0.0325/call
Chain of Thought
$0.1400/call
Legal Analysis
$0.1500/call
Math Reasoning
$0.0825/call
Financial Analysis
$0.1400/call
Content Moderation
$0.005000/call
Sentiment Analysis
$0.005000/call
Categorization
$0.007750/call
Intent Detection
$0.004000/call
Blog Writing
$0.2050/call
Marketing Copy
$0.0790/call
Product Descriptions
$0.0400/call
Related pages
Frequently asked questions
How much does Claude Opus 4.8 cost for copywriting per API call?
$0.0525 per call at 500 input / 2,000 output tokens.
Is Claude Opus 4.8 the best model for copywriting?
Scores 93/100, rank #1 of 14 models. Top-ranked: Claude Fable 5 at 95/100.
What is the cheapest model for copywriting with good quality?
Claude Sonnet 5 scores 87/100 quality at $2.00/$10.00 per MTok. That is 60% less than Claude Opus 4.8 per call.
How can I reduce my Claude Opus 4.8 costs for copywriting?
Three strategies: prompt caching (90% off input), batch API (50% off all tokens), prompt optimization. Combined: $0.0525 drops to about $0.002625 per call.
How does Claude Opus 4.8 pricing compare to other Claude models?
Claude also offers: Claude Sonnet 4.6 at $3.00/$15.00, Claude Haiku 4.5 at $1.00/$5.00, Claude Sonnet 5 at $2.00/$10.00, Claude Fable 5 at $10.00/$50.00.
What context window does Claude Opus 4.8 support?
200K tokens total. Typical copywriting calls use 500 plus 2,000 tokens, well within limits.
Track what you spend on AI
This calculator estimates costs based on published rates only. Connect your API usage to see where your money goes and which models drive your spend.