What is Claude Opus 4.5
In February 2025, Anthropic announced Claude Opus 4.5. This is the latest flagship model surpassing the Claude 3 series, achieving significant performance improvements especially in complex reasoning, coding, and creative tasks.
Reference: Anthropic - Claude Models
Key Features
1. Extended Thinking
For complex problems, it generates answers after developing step-by-step thinking internally.
import anthropic
client = anthropic.Anthropic()
response = client.messages.create(
model="claude-opus-4-5-20251101",
max_tokens=16000,
thinking={
"type": "enabled",
"budget_tokens": 10000 # Tokens used for thinking
},
messages=[{
"role": "user",
"content": "Please verify this mathematical proof..."
}]
)
# Get both thinking process and final answer
for block in response.content:
if block.type == "thinking":
print("Thinking:", block.thinking)
elif block.type == "text":
print("Answer:", block.text)
2. Enhanced Coding Ability
| Benchmark | Claude 3.5 Sonnet | Claude Opus 4.5 |
|---|---|---|
| SWE-bench | 49.0% | 72.5% |
| HumanEval | 92.0% | 96.4% |
| MBPP | 90.4% | 95.2% |
3. 200K Context Window
Large codebases and long documents can be processed at once.
# Large codebase analysis
response = client.messages.create(
model="claude-opus-4-5-20251101",
max_tokens=4096,
messages=[{
"role": "user",
"content": f"""
Review the entire codebase below and
identify security issues.
{entire_codebase} # Code from hundreds of files
"""
}]
)
Reference: Anthropic API Documentation
Integration with Claude Code
Claude Opus 4.5 is also available with Claude Code (official CLI).
# Install Claude Code
npm install -g @anthropic-ai/claude-code
# Generate code with Opus 4.5
claude-code --model claude-opus-4-5-20251101 "Implement dark mode toggle in React"
Autonomous Coding
# Analyze and improve entire project
claude-code analyze ./src --suggest-improvements
# Generate tests
claude-code generate-tests ./src/components
Reference: Claude Code - GitHub
Computer Use Feature
Claude Opus 4.5 also has the ability to directly operate computers.
from anthropic import Anthropic
client = Anthropic()
response = client.messages.create(
model="claude-opus-4-5-20251101",
max_tokens=4096,
tools=[
{
"type": "computer_20241022",
"name": "computer",
"display_width_px": 1920,
"display_height_px": 1080,
}
],
messages=[{
"role": "user",
"content": "Open the browser and log in to GitHub"
}]
)
Pricing
| Model | Input (1M tokens) | Output (1M tokens) |
|---|---|---|
| Claude Opus 4.5 | $15 | $75 |
| Claude 3.5 Sonnet | $3 | $15 |
| Claude 3.5 Haiku | $0.25 | $1.25 |
Reference: Anthropic Pricing
API Usage Examples
Basic Usage
import anthropic
client = anthropic.Anthropic()
message = client.messages.create(
model="claude-opus-4-5-20251101",
max_tokens=1024,
messages=[
{"role": "user", "content": "Implement quicksort in Python"}
]
)
print(message.content[0].text)
Streaming
with client.messages.stream(
model="claude-opus-4-5-20251101",
max_tokens=1024,
messages=[{"role": "user", "content": "Write a long story"}]
) as stream:
for text in stream.text_stream:
print(text, end="", flush=True)
Summary
Claude Opus 4.5 has established a new standard for AI assistants.
- Extended Thinking: Step-by-step approach to complex problems
- Coding: Achieved 72.5% on SWE-bench
- Long Text Processing: 200K token context
- Computer Operation: Autonomous task execution
There’s no doubt it will become a more powerful AI partner for developers.
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