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xAI ships Grok 4.6 with a 500k context window for long-running agents

Grok 4.6 at a glance

Grok 4.6 builds on Grok 4.5 with more self-testing on long tasks and stronger visual and interactive output, at the same base API price.

Current standing

As of

Rank
#20of 43 models

Grok 4.6 (XHigh) · 31 on the Artificial Analysis Intelligence Index v5.0.1 (opens in a new tab)

Current leader
Gemini 4 Carbon (Google) · 60

Computed from our daily snapshot; it changes as new models are measured. xAI ships Grok 4.6 with a 500k context window for long-running agents

What changed with Grok 4.6

xAI released Grok 4.6 on August 12, 2026, less than a month after Grok 4.5. It focuses on long-running agents and on interactive and visual work, and xAI says it verifies its own output more often on longer tasks.

The docs list a 500k-token context window, text and image input, and text output. Pricing is $2 input and $6 output per 1M tokens below 200k prompt tokens, doubling above that threshold. It is available in Cursor, Grok Build, the xAI API, and partners such as OpenRouter, Vercel, and Cloudflare.

Grok 4.6 benchmarks and pricing

Values are copied from the linked source on the date shown. They are not IA Compa measurements.

Input price per 1M tokensas of · Source for Input price per 1M tokens: x.ai (opens in a new tab)
$2.00
Output price per 1M tokensas of · Source for Output price per 1M tokens: x.ai (opens in a new tab)
$6.00
Context windowas of · Source for Context window: docs.x.ai (opens in a new tab)
500k tokens

How it compares

Other models in the same category that we have covered, using each model's latest recorded value. (Models)

Input price (USD per 1M tokens)lower is better
Output price (USD per 1M tokens)lower is better
Context window (tokens)higher is better

Grok 4.6 reasoning effort

Artificial Analysis tests this model at several reasoning-effort settings. Higher effort usually scores higher but costs more and answers more slowly.

Grok 4.6 by effort level

Higher effort lets the model think longer. Here is what each setting scores, how fast it writes, and what it costs on Artificial Analysis.

Grok 4.6: Artificial Analysis results by reasoning effort
EffortIntelligence IndexOutput speed (tokens per second)Cost to run the indexBlended price (3:1) (per 1M tokens)Price in / out (per 1M tokens)First token
Extra high (Grok 4.6 (xhigh)) · Best: highest effort with a score, used in the leaderboard3170$3,391$3$2 / $633 s
High (Grok 4.6 (high))n/a72n/a$3$2 / $634 s
Medium (Grok 4.6 (medium))n/a76n/a$3$2 / $625 s
Low (Grok 4.6 (low))n/a65n/a$3$2 / $611 s
Price: $2 / $6 per 1M input / output tokens at every effort.Artificial Analysis · as of Nov 5, 2026 (opens in a new tab)

Where to compare Grok 4.6

Independent leaderboards and official resources for comparing this model yourself. Rankings change often; each site shows its own current data.

Why Grok 4.6 matters for businesses

The fast release cadence means teams building on Grok should pin model versions and re-test prompts when upgrading rather than assuming each step is a drop-in improvement.

Sources for this story

  1. Official
  2. Official

Last verified: . IA Compa summarizes public announcements for business readers. We are not affiliated with the companies mentioned. Always confirm details, pricing, and availability with the official source.

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