Grok 4.7 vs Claude Sonnet 5.5: API price comparison
Grok 4.7 costs $2 per million input tokens and $6 per million output tokens. Claude Sonnet 5.5 costs $2 and $10. For a typical support chat reply (1,500 tokens in, 300 out), Grok 4.7 costs 20% less than Claude Sonnet 5.5.
| Grok 4.7 | Claude Sonnet 5.5 | |
|---|---|---|
| Provider | xAI | Anthropic |
| Input, per 1M tokens | $2 | $2 |
| Output, per 1M tokens | $6 | $10 |
| Cached input, per 1M | $0.50 | $0.10 |
| Long prompts | $4 in, $12 out over 200,000 tokens | Same price at any length |
| Context window | 500K tokens | 1M tokens |
| Reads | text, images, files | text, images, files |
| A chat reply | $0.0048 | $0.0060 |
Claude Sonnet 5.5. Counts about 30% more tokens for the same text than Claude models before 4.7, so the same request uses more tokens (Anthropic's pricing page).
The same requests on both
What 10,000 of each request cost, at each provider's list price.
| Request | Tokens in / out | Grok 4.7 | Claude Sonnet 5.5 | Difference |
|---|---|---|---|---|
| A support chat reply | 1,500 / 300 | $48.00 per 10K | $60.00 per 10K | Claude Sonnet 5.5: 25% more |
| Summarizing a 10-page document | 6,000 / 500 | $150 per 10K | $170 per 10K | Claude Sonnet 5.5: 13% more |
| Sorting a support ticket into a category | 400 / 5 | $8.30 per 10K | $8.50 per 10K | Claude Sonnet 5.5: 2% more |
| A question about a 120-page document | 60,000 / 800 | $1,248 per 10K | $1,280 per 10K | Claude Sonnet 5.5: 3% more |
Which one should you use?
Price is one side of it. The other is whether the cheaper model answers your requests as well, and that depends on the request: a model that is good enough for sorting tickets or short summaries can fall short on long reasoning or exact formats.
The reliable way to know is to test both on your own requests, not on a benchmark. PromptUnit does that on a sample of your real traffic, and a step of your app moves to the cheaper model only once it keeps up (how it works).
More comparisons
Paying flagship prices for every request?
Most apps send simple requests to the same strong model as the hard ones. PromptUnit checks each request your app sends and uses a cheaper model only when it is just as good for that request. You pay 20% of what it saves, and nothing if it saves nothing.
Checked October 14, 2026. Prices are read every day from xAI's pricing page and Anthropic's pricing page. Context window, inputs and release date come from OpenRouter's public model list.
These are the standard list prices on each provider's own API. Batch, flex and priority tiers, cloud platforms such as Amazon Bedrock or Google Vertex AI, and regional endpoints are priced differently. Request costs above count input and output tokens only, not cache, search or image fees.