Ranked #6 Everyday Ecosystem — The Leading AI Assistants
xAI

Grok 4.6

Grok 4.6 turns xAI's value story into a frontier story. It ties GPT-5.6 Sol at 61 on Artificial Analysis, excels at long-horizon knowledge work, and keeps the unusually friendly $2/$6 API price. Think of it as a capable project team that reaches a good answer with fewer meetings.

Updated August 14, 2026 AgenticKnowledge WorkOffice
9.5out of 10
Official Website
Best for

Grok 4.6 turns xAI's value story into a frontier story. It ties GPT-5.6 Sol at 61 on Artificial Analysis, excels at long-horizon knowledge work, and keeps the unusually friendly $2/$6 API price. Think of it as a capable project team that reaches a good answer with fewer meetings.

Why It Wins

Artificial Analysis scores Grok 4.6 at 61, five points above Grok 4.5, and measures a $0.84 task cost. It posts 1753 Elo on GDPVal-AA v2 and 1577 on AA-Briefcase, while xAI reports 15.8% on Harvey LAB. The model has 500K context, low/medium/high/xhigh reasoning, and access through Grok Build, Cursor, the xAI API, OpenRouter, Vercel, and Cloudflare.

Watch out

The clearest gains are in agentic knowledge work, not a clean sweep of software engineering or ordinary chat preference. Launch comparisons mix public leaderboards and vendor-reported cards, and early reports include security mistakes. Use scoped permissions, source checks, and human review for consequential work.

01

What It Actually Is

For years, frontier AI pricing followed a familiar restaurant rule: the fancier the menu, the more carefully you watched the bill. Grok 4.6 breaks that pattern. It scores 61 on the Artificial Analysis Intelligence Index, level with GPT-5.6 Sol and only behind the highest Opus 5 and Fable 5 configurations, while keeping the same $2/$6 per-million-token price as Grok 4.5.

The more interesting story sits below the composite score. On GDPVal-AA v2, which tests professional agent work, Grok 4.6 reaches 1753 Elo. On AA-Briefcase, a long-horizon knowledge-work evaluation, it reaches 1577 Elo. Artificial Analysis found that it completed those tasks in roughly 53 turns and 0.5 billion input tokens on average, compared with about 103 turns and 2.0 billion for Opus 5 max. Imagine two teams reaching a similar report: one holds half as many meetings and rereads a quarter as much paperwork. That efficiency changes both the invoice and the chance that a long agent run wanders away from its goal.

xAI trained directly for this kind of sustained work. The launch describes longer supplemental training, regenerated reasoning and software trajectories, and reinforcement learning across knowledge work, general coding, web development, CAD, and other tool environments. The model has a 500K-token context window and low, medium, high, and xhigh reasoning levels. It is available in Grok Build, Cursor, the xAI API, OpenRouter, Vercel, and Cloudflare; a faster API variant costs twice the standard rate.

The release is not a clean sweep. Grok’s strongest evidence is agentic knowledge work. On xAI’s table, DeepSWE v1.1 at 65.9% trails GPT-5.6 Sol and Fable 5, while Terminal-Bench v3.0 at 26% trails both by a wider margin. Some competitor values come from different cards or leaderboards, so tiny gaps should not be treated as laboratory precision. Early user reports also include unsafe security edits and poor behavior after failures. Those reports are anecdotal, but the correct response is simple: sandbox the agent, minimize credentials, inspect diffs, and run tests.

The practical conclusion is not “trust Grok more.” It is “you can afford to verify Grok more.” A measured $0.84 per task makes a second run, source check, or reviewer model easier to justify. For research, analysis, office artifacts, and long agent jobs, Grok 4.6 is now a genuine frontier option with a value advantage. For high-stakes facts or production access, keep a human at the gate.

02

Strengths and honest limitations

Key Strengths

  • Back at the intelligence frontier: Artificial Analysis gives Grok 4.6 an Intelligence Index score of 61, level with GPT-5.6 Sol, five points above Grok 4.5, and behind Opus 5 and Fable 5 max configurations.
  • Long-horizon knowledge work is the headline: It reaches 1753 Elo on GDPVal-AA v2 and 1577 on AA-Briefcase. xAI’s table also reports 15.8% on Harvey LAB, the best figure in that comparison.
  • Efficiency is practical, not decorative: Artificial Analysis measured about 53 turns and 0.5B input tokens per Briefcase task, versus roughly 103 turns and 2.0B for Opus 5 max. Its measured $0.84 per task sits on the intelligence-versus-cost Pareto frontier.
  • The price did not rise with the score: Standard API pricing remains $2 input / $6 output per million tokens, with cached input at $0.50. The fast variant costs twice as much.
  • It has real places to work: Grok 4.6 launched in Grok Build, Cursor, and the xAI API, with partner access through OpenRouter, Vercel, and Cloudflare. A 500K context window and four reasoning levels suit sustained projects.

Honest Limitations

  • Coding leadership is benchmark-dependent: Grok 4.6 improves sharply, but its 65.9% DeepSWE v1.1 and 26% Terminal-Bench v3.0 trail the best published figures in xAI’s launch table.
  • Launch tables are not one laboratory: Competitor figures come from model cards or public leaderboards and may use different harnesses. Treat close scores as neighborhoods, not millimeter-accurate measurements.
  • Early security reports deserve attention: Some users report unsafe security changes or poor failure handling. Anecdotes are not a benchmark, but they are enough reason to sandbox agents and review sensitive diffs.
  • General chat has not caught up yet: Early arena movement is stronger in web development than broad text preference. The release is optimized around coding and agents, not necessarily the conversation style everyone prefers.
  • A long context is not a truth machine: Five hundred thousand tokens can hold a project, but not guarantee that the model notices the right fact. Require citations, checkpoints, and explicit acceptance tests.
03

Benchmark Snapshot

Artificial Analysis Intelligence Index — 61

Independent nine-benchmark composite: tied with GPT-5.6 Sol, five points above Grok 4.5, and behind the top Opus 5 and Fable 5 configurations.

GDPVal-AA v2 — 1753 Elo

Strong professional knowledge-work result, with overlapping confidence intervals against several nearby frontier models.

AA-Briefcase — 1577 Elo

Long-horizon private evaluation where Grok combines Fable-tier quality with unusually low turn and input-token use.

Measured cost — $0.84 per task

Artificial Analysis combines observed token use with $2/$6 pricing; real bills still depend on tools, retries, and cache behavior.

04

The Verdict

Grok 4.6 is one of the strongest price-performance choices for agentic knowledge work. It now has frontier-level independent intelligence, excellent long-horizon efficiency, and enough distribution to test without rebuilding your stack. It is not the automatic winner for every coding benchmark or high-stakes decision. Use it as the project agent that can afford another pass, then keep permissions narrow and make verification part of the job.

05

Frequently Asked Questions