Home/Models/Claude Sonnet 4.5
AnthropicAnthropic
Coding500K tokens

Claude Sonnet 4.5

API Model ID:claude-sonnet-4.5

High-velocity production workhorse for coding, agent loops, and enterprise workflow automation.

#Coding#High Velocity#Cost-Performance#Agent Loops#Tools
Context Window500K tokens500,000 tokens
Max Output32K tokens32,000 tokens
Input Price$3.00per 1M input tokens
Output Price$15.00per 1M output tokens
Latency / Speed~120ms150 tokens/sec

Overview & Architecture

Claude Sonnet 4.5 is the proven industry standard for production software engineering and structured agent automation. Offering an optimal balance of elite coding intelligence, high generation speed, and cost efficiency, Sonnet 4.5 powers developer copilots and autonomous pipelines worldwide.

ArchitectureEfficiency-Optimized Transformer with Hybrid Attention
Knowledge IndexCurrent (Continuously Indexed)

Benchmark Highlights

SWE-bench Verified64.8%

Production code resolution

HumanEval93.7%

Zero-shot function implementation

MMLU89.4%

Broad multi-disciplinary competence

Supported Capabilities

Function Calling / Tools
Supported
Vision & Image Inputs
Supported
Audio & Voice Inputs
No
Structured JSON Mode
Supported
System Prompts
Supported
Streaming Completions
Supported
Prompt Caching
Supported

Engineering Strengths

  • World-class coding output that matches real human engineer conventions
  • Exceptional speed-to-intelligence ratio suitable for user-facing IDE extensions
  • Precise tool execution with robust parameter typing and error recovery
  • Strong prompt caching discount reducing recurrent context expense by 90%

Recommended Production Workloads

  • In-editor code generation, refactoring, and test writing
  • Automated CI/CD pull request reviewers and static security checkers
  • Enterprise customer support agents requiring multi-tool integrations

Execute via Gruvo

Unified Endpoint

Connect through Gruvo with OpenAI-compatible client libraries. Gruvo translates requests, manages provider streaming, and applies caching automatically.

import OpenAI from "openai";

// Configure client with Gruvo's unified AI gateway
const gruvo = new OpenAI({
  baseURL: "https://api.gruvo.ai/v1",
  apiKey: process.env.GRUVO_API_KEY,
  defaultHeaders: {
    "X-Gruvo-Provider": "anthropic",
  },
});

const completion = await gruvo.chat.completions.create({
  model: "claude-sonnet-4.5",
  messages: [
    { role: "system", content: "You are a production reasoning assistant." },
    { role: "user", content: "Analyze the architecture of our service." },
  ],
  temperature: 0.2,
});

console.log(completion.choices[0].message.content);

Automatic Failover & Routing

If Anthropic suffers an unexpected outage or rate limit (HTTP 429), Gruvo can automatically route in-flight requests to equivalent tier models:

claude-sonnet-4.6View fallback specs →

Gruvo Execution Layer

  • Real-time per-token latency and error observability
  • Unified spend tracking and budget caps
  • Bring your own provider API keys or use pooled keys
Start Free on Gruvo