xAI 发布 Grok 4.7,主打编码与知识工作
Introducing Grok 4.7 SpaceXSI's most powerful model for coding and knowledge work. Twice as fast, at half the price of comparable models. Sep 21, 2026
xAI 发布 Grok 4.7,定位为旗下编码与知识工作最强模型,采用比 Grok 4.6 更大的基座模型并进行更长时程的强化学习训练。定价 $2/百万输入 token、$6/百万输出 token,另有输出速度翻倍、价格翻倍的快速版本;官方称其在 CursorBench 4.0 上价格性能处于前沿,HackerBench v0.3 仅放行 3.3% 危险双用途提示。
官方给出了定价与多基准对比数据,读者可以据此评估它在编码和知识工作场景的性价比。
Grok 4.7 is our most capable model for coding and knowledge work. It works longer on difficult tasks, checks its own work more carefully, and comes with our best-calibrated safeguards to date. Served at the same price and speed as Grok 4.6, it is highly competitive in its class.
On CursorBench 4.0, which stresses longer-running coding tasks, Grok 4.7 is at the frontier in price-performance.
Model Improvements
Grok 4.7 uses a new, larger base model compared to Grok 4.6. It was trained with a longer reinforcement learning run on a harder mix of tasks, weighted toward problems that take many hours to complete. The model is better at verifying its own work and managing longer context. We also trained Grok 4.7 to natively understand the Grok Bot harness, making it better at conversational tasks and general knowledge work.
| Grok 4.7xhigh | Grok 4.6high | GPT-5.6 Solmax | Fable 5.1max | |
|---|---|---|---|---|
| Input token price, $ per million | $2 | $2 | $4 | $10 |
| Output token price, $ per million | $6 | $6 | $20 | $50 |
| Software engineeringCursorBench 4.0 | 46.3% | 40.4% | 41.7% | 51.8% |
| Software engineeringDeepSWE v1.1 | 71.0%* | 65.2% | 72.7% | 70.0% |
| Multi-hour office workAA Briefcase v1.1 | 1,657 | 1,546 | 1,487 | 1,678 |
| Multi-hour terminal workTerminal-Bench 4.0 | 38.0% | 20.3% | 37.3% | 57.9% |
| Legal workHarvey Legal Agent Benchmark | 19.6% | 15.8% | 2.5% | 6.7% |
| Clinical reasoningHealthBench Professional | 56.7% | 48.5% | 60.5% | 62.1% |
| Electrical engineeringEEBench | 64.0% | 53.0% | 39.4% | 56.4% |
* high effort
Grok 4.7 is better at creating documents and presentations. In GDPval and AA Briefcase, AI is asked to work on tasks done by professionals such as lawyers, nurses, and financial analysts. Grok 4.7 improves upon Grok 4.6 on both benchmarks and performs comparably to other frontier models.
Professional knowledge work
GDPval
Safety & Cybersecurity
Grok 4.7 was built with an entirely new safeguard stack. It is the strongest model we’ve tested on refusals and jailbreak resistance. In dual-use domains like cybersecurity and biological work, it leads on both utility for benign tasks and safe refusal on dangerous ones, topping LatchBio’s biosafety benchmark at 62.4%.
Grok 4.7 balances strong cyber defense capabilities with low refusal rates for legitimate use. It shows the highest safety on HackerBench v0.3, our benchmark for risky and malicious cyber tasks, allowing only 3.3% of risky dual-use prompts through while rarely blocking legitimate security work. We’ve also started giving select cybersecurity partners invite-only access to Grok 4.7’s red-team capabilities for defense research.
Pricing and availability
Grok 4.7 is available today in Cursor and Grok Build. It is also available through the Grok API, third-party coding harnesses, and model routers and cloud platforms.
The model is priced starting at $2 per million input tokens and $6 per million output tokens. We also serve a fast variant with twice the output speed at twice the price.
Console
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docs.x.ai
Read the docs
Try it in Grok Build for free
Get started today at x.ai/build.
来源:xAI:News · x.ai