Claude Opus 4 vs Claude Sonnet 4.6: Which AI Model Should You Choose?

Pricing, context windows, latency, capabilities, and a one-line code switch — everything you need to pick the right model.

Anthropic
Text & Chat
vs
Anthropic
Multimodal
Verdict

Choose Claude Sonnet 4.6 for cost-sensitive workloads — it is roughly 50000.0× cheaper on input tokens. Choose Claude Opus 4 when you need its broader capabilities or stronger benchmarks.

These models serve different use cases (Text & Chat vs Multimodal) — pick the one whose category matches your workload.

Side-by-side specs

SpecClaude Opus 4Claude Sonnet 4.6
ProviderAnthropicAnthropic
CategoryText & ChatMultimodal
Input cost / 1M tokens€150.00€0.0030
Output cost / 1M tokens€750.00€0.015
Context window200K tokens200K tokens
Max output tokens32,00064,000
Avg. latency5.0s
FeaturedYesYes
NewYesYes
Capabilities
text
image

Pricing example

A typical chat workload of 100,000 input tokens plus 50,000 output tokens.

Claude Opus 4
52.5000

100K in × €150.00 + 50K out × €750.00

Claude Sonnet 4.6
0.0011

100K in × €0.0030 + 50K out × €0.015

For this workload, Claude Sonnet 4.6 is cheaper than Claude Opus 4 by 52.4990 per request.

Switch in one line

Both models live behind Railwail's OpenAI-compatible endpoint. Replace the model string and you are done.

JavaScript / TypeScript
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.RAILWAIL_API_KEY,
  baseURL: "https://railwail.com/v1",
});

// Before — using Claude Opus 4
let r = await client.chat.completions.create({
  model: "claude-opus-4-20250514",
  messages: [{ role: "user", content: "Hello" }],
});

// After — switched to Claude Sonnet 4.6
r = await client.chat.completions.create({
  model: "claude-sonnet-4-6-20260217",
  messages: [{ role: "user", content: "Hello" }],
});
Python
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["RAILWAIL_API_KEY"],
    base_url="https://railwail.com/v1",
)

# Before — using Claude Opus 4
r = client.chat.completions.create(
    model="claude-opus-4-20250514",
    messages=[{"role": "user", "content": "Hello"}],
)

# After — switched to Claude Sonnet 4.6
r = client.chat.completions.create(
    model="claude-sonnet-4-6-20260217",
    messages=[{"role": "user", "content": "Hello"}],
)
cURL
# Before — using Claude Opus 4
curl https://railwail.com/v1/chat/completions \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-opus-4-20250514",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

# After — switched to Claude Sonnet 4.6
curl https://railwail.com/v1/chat/completions \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-sonnet-4-6-20260217",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

Which one wins for...

Quick verdicts derived from public specs. Always validate on your own workload.

Coding
Claude Opus 4

Higher coding category match or larger context wins.

Writing
Claude Opus 4

Bigger context window helps maintain long-form coherence.

Long documents
Claude Opus 4

The larger context window is the deciding factor.

Vision
Claude Sonnet 4.6

Multimodal/vision support is required for image inputs.

Real-time chat
Claude Opus 4

Lower average latency wins for interactive UX.

Cost-sensitive
Claude Sonnet 4.6

The model with the lower input-token price wins.

Frequently asked questions

Which is cheaper, Claude Opus 4 or Claude Sonnet 4.6?
Claude Sonnet 4.6 is cheaper. On a 100K input + 50K output example, Claude Sonnet 4.6 costs about €0.0011 versus €52.5000 for Claude Opus 4 — a saving of €52.4990.
Which has more context, Claude Opus 4 or Claude Sonnet 4.6?
Claude Opus 4 and Claude Sonnet 4.6 have similar context windows (200K tokens vs 200K tokens).
Is Claude Opus 4 better than Claude Sonnet 4.6 for coding?
For coding-heavy workloads we lean toward Claude Opus 4 on this comparison — it scores higher on the relevant heuristics (category, tags, or context window). Both models are usable for code via Railwail's OpenAI-compatible endpoint, so the safest path is to A/B test on your own prompts.
Can I use both Claude Opus 4 and Claude Sonnet 4.6 via Railwail?
Yes. Both Claude Opus 4 and Claude Sonnet 4.6 are accessible through a single Railwail API key and the OpenAI-compatible /v1/chat/completions endpoint. You only change the "model" parameter to switch between them — no SDK swap, no separate billing.
How do I switch from Claude Opus 4 to Claude Sonnet 4.6?
Replace the model identifier "claude-opus-4-20250514" with "claude-sonnet-4-6-20260217" in your request payload. Everything else — API key, base URL, request shape — stays the same. See the code example on this page for the exact one-line change.

Try Claude Opus 4 and Claude Sonnet 4.6 side by side

One API key, one endpoint, both models. Start free — no credit card required.