High-volume, cost-sensitive work
Choose Grok 4.7
Grok 4.7 costs 25% less on a typical mix of three input tokens for every output token ($3.00 against $4.00 per million tokens).
Choose Claude Sonnet 5.5 for reused prompts and documents (RAG, agents), very long inputs, the hardest reasoning tasks, reasoning over long documents and the most recent knowledge. Choose Grok 4.7 for high-volume, cost-sensitive work and writing and code generation.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose Grok 4.7
Grok 4.7 costs 25% less on a typical mix of three input tokens for every output token ($3.00 against $4.00 per million tokens).
Choose Grok 4.7
Grok 4.7 charges $6.00 per million output tokens, against $10.00 for Claude Sonnet 5.5. Output dominates the bill when answers are long.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 charges $0.10 per million cached input tokens, against $0.50 for Grok 4.7.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 reads up to 1M tokens per request, against 500k for Grok 4.7.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 scores 56 on the Artificial Analysis Intelligence Index, against 46.4 for Grok 4.7.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 scores 82.7% on Long-context reasoning (AA-LCR), against 76.7% for Grok 4.7.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 was trained on data up to June 2026, against May 2026 for Grok 4.7.
| Volume | Claude Sonnet 5.5 | Grok 4.7 | Difference |
|---|---|---|---|
| Prototype: 1M input, 250K output tokens | $4.50 | $3.50 | Grok 4.7, $1.00 less |
| Production: 20M input, 5M output tokens | $90.00 | $70.00 | Grok 4.7, $20.00 less |
| Scale: 500M input, 100M output tokens | $2,000 | $1,600 | Grok 4.7, $400.00 less |
Standard rates, without caching or batch discounts. Volumes are per month.
| Claude Sonnet 5.5 | Grok 4.7 | |
|---|---|---|
| Provider | Anthropic | xAI |
| Category | Language models | Language models |
| Status | Generally available | Generally available |
| Headline price | $4.00 / 1M tokens | $3.00 / 1M tokens |
| Input | $2.00 / 1M tokens | $2.00 / 1M tokens |
| Output | $10.00 / 1M tokens | $6.00 / 1M tokens |
| Cached input | $0.10 / 1M tokens | $0.50 / 1M tokens |
| Context window | 1M | 500k |
| Max output | 128k | No data |
| Released | September 2026 | September 2026 |
| Knowledge cutoff | June 2026 | May 2026 |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API |
| API model id | claude-sonnet-5-5 | grok-4.7 |
Leader in bold.
| Benchmark | Claude Sonnet 5.5 | Grok 4.7 |
|---|---|---|
| Intelligence Index | 56 | 46.4 |
| SciCode | 61% | 57.4% |
| Humanity's Last Exam | 55% | 43.1% |
| Long-context reasoning (AA-LCR) | 82.7% | 76.7% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Claude Sonnet 5.5 for reused prompts and documents (RAG, agents), very long inputs, the hardest reasoning tasks, reasoning over long documents and the most recent knowledge. Choose Grok 4.7 for high-volume, cost-sensitive work and writing and code generation.
Grok 4.7 is 25% cheaper than Claude Sonnet 5.5 at the headline price ($3.00 / 1M tokens vs $4.00 / 1M tokens).
Claude Sonnet 5.5 reads more per request: 1M tokens against 500k.
Claude Sonnet 5.5 is made by Anthropic and Grok 4.7 by xAI. Grok 4.7 is 25% cheaper than Claude Sonnet 5.5 at the headline price ($3.00 / 1M tokens vs $4.00 / 1M tokens). Claude Sonnet 5.5 reads more per request: 1M tokens against 500k.
At 20 million input and 5 million output tokens a month, Claude Sonnet 5.5 costs $90.00 and Grok 4.7 costs $70.00, at standard rates.