# Claude Sonnet 4.5 vs 4.6: What Changed and Which Should You Use?

> Source: <https://dev.to/tonyspiro/claude-sonnet-45-vs-46-what-changed-and-which-should-you-use-51bp>
> Published: 2026-05-28 19:11:18+00:00

Anthropic shipped Claude Sonnet 4.6 in February 2026, roughly five months after Sonnet 4.5 launched in September 2025. Both carry the same API pricing ($3 input / $15 output per million tokens), but the gap in capability is meaningful. If you're picking a model to build on right now, the choice matters.

This post breaks down exactly what changed, which use cases favor each model, and how to connect either one to a real content layer using the Cosmic JavaScript SDK.

Sonnet 4.5 was already a strong coding model when it launched. Anthropic called it "the best coding model in the world" at the time, and it led SWE-bench Verified at 77.2% (averaged across 10 trials). It introduced the Claude Agent SDK and showed it could maintain focus across 30+ hour autonomous coding sessions.

Sonnet 4.6 improves on this across the board. In Claude Code, users preferred 4.6 over 4.5 roughly **70% of the time**. Testers reported that 4.6 more effectively reads context before modifying code, consolidates shared logic instead of duplicating it, and follows instructions more consistently over long sessions. One customer reported going from a **9% error rate on Sonnet 4 to 0% on an internal code editing benchmark** after switching to 4.6. Another saw planning performance increase by 18% and end-to-end eval scores improve by 12%.

The headline SWE-bench number for 4.6 is **80.2%** with a prompt modification, up from 77.2% on 4.5.

This is where 4.6 makes the biggest leap. Sonnet 4.5 led the OSWorld benchmark at **61.4%** when it launched. Sonnet 4.6 pushes further: early users are reporting human-level capability on tasks like navigating complex spreadsheets and completing multi-step web forms. Anthropic also specifically calls out that 4.6 is a major improvement over 4.5 on prompt injection resistance.

Sonnet 4.6 ships with a **1M token context window** in beta. That's enough to hold an entire codebase, dozens of research documents, or long contracts in a single request. Sonnet 4.5 didn't offer this.

Claude Sonnet 4.6 matches Opus 4.6 performance on OfficeQA, which tests how well a model reads enterprise documents (charts, PDFs, tables) and reasons from them.

Multiple customers who tested 4.6 independently described its visual outputs as "notably more polished" with better layouts, animations, and design sensibility.

| Capability | Sonnet 4.5 | Sonnet 4.6 |
|---|---|---|
| SWE-bench Verified | 77.2% | 80.2% |
| Context window | 200K | 1M (beta) |
| Long-horizon planning | Strong | Significantly improved |
| Document comprehension | Strong | Matches Opus 4.6 on OfficeQA |
| Frontend/design output | Good | Noticeably more polished |
| API pricing | $3 / $15 per M tokens | Same |

For new projects: start with 4.6. For existing projects: migrate. The pricing is identical, and the capability uplift is real.

```
bun add @cosmicjs/sdk @anthropic-ai/sdk
python
import { createBucketClient } from '@cosmicjs/sdk';
import Anthropic from '@anthropic-ai/sdk';

const cosmic = createBucketClient({
  bucketSlug: 'your-bucket-slug',
  readKey: 'your-read-key',
  writeKey: 'your-write-key',
});

const anthropic = new Anthropic();

async function generateAndStoreBlogPost(topic: string) {
  const message = await anthropic.messages.create({
    model: 'claude-sonnet-4-6',
    max_tokens: 2048,
    messages: [{
      role: 'user',
      content: `Write a developer-focused blog post about: ${topic}. Include code examples where relevant. Format in markdown.`,
    }],
  });

  const content = message.content[0].type === 'text' ? message.content[0].text : '';

  const { object } = await cosmic.objects.insertOne({
    type: 'blog-posts',
    title: topic,
    status: 'draft',
    metadata: {
      markdown_content: content,
      published_date: new Date().toISOString().split('T')[0],
    },
  });

  console.log(`Draft created: ${object.slug}`);
  return object;
}
```

Sonnet 4.5 was an excellent model. Sonnet 4.6 is better in almost every measurable way at the same price. For new projects, default to 4.6. For existing deployments, the migration is a single string change.

** Start building free on Cosmic** or

*Originally published at cosmicjs.com*