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ModelCap

Grok 4.6

Arena #72API only

xAI·#54 of 412 in the all-versions archive

Grok 4.6 is a language model from xAI. It ranks #54 of 412 in ModelCap's all-versions archive, with an Index score of 73.6, measured on 6 public benchmarks. Its score range of 68.0–79.2 spans positions #27–#80. It is listed at $2.00 per million input tokens and $6.00 per million output tokens across 2 providers. It reads up to 500K tokens of context and is available only through an API.

Figures as of 28 Sept 2026, 02:38 UTC · download the public dataset · methodology

ModelCap Index · All-versions archive
73.6#54
Measured on 6 public benchmarks · range 68.0–79.2
Evidence as of 25 Sept 2026, 00:00 UTC
Market Gravity
52.0Decreased by 1.0
Secondary market signal

Superseded by Grok 4.7. It no longer holds a current-board position; its all-versions archive rank is #54.

Input
$2.00
per 1M tokens
Output
$6.00
per 1M tokens
Context
500K
tokens
Providers
2
5 endpoints

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
xAIzdrCheapest$2.00$6.00500K—99.84%
xAI$2.00$6.00500K—99.52%
Amazon Bedrockus-west-2$2.20$6.60500K——
xAIzdr/priority$4.00$12.00500K——
xAIpriority$4.00$12.00500K——

Reasoning efforts

Best supported result can inform ModelCap

Published Max, X-High, High and other configurations for this model. These are sourced scores, not head-to-head essays.

EffortAgent scoreSource rankSampleSource
X-High
Grok 4.6 (xHigh)
1.19%
CI 0.2–2.2%
#232.7M obs
26K sessions
LMArena Agent
Match 100%

Related community configurations

Human preference rating
ConfigurationRatingSource rankVotesSource
High
grok-4.6-high
1453
CI 1448–1459
#7221KLMArena
Match 100%

Other versions (4)

ModelCap Index · All-versions archive

Methodology
73.6
Measured on 6 public benchmarks
All-versions archive
#54 of 412
Score range
68.0–79.2
Rank range
#27–#80
Evidence as of
25 Sept 2026, 00:00 UTC
Benchmarks used
ARC-AGI-2 Verified, ARC-AGI-3 Verified, Arena Coding, Arena Overall, Artificial Analysis Intelligence Index, LMArena Agent
Technical details
Public rank basis
Measured (measured)
Evidence label
Measured · 6 public benchmark observations across 6 boards
Index support
88.6% · strong
Identity binding
Exact catalogue product · x-ai/x-ai/grok-4.6 · aggregates disclosed benchmark configurations · endpoint configuration not claimed
Index observations used
6
Qualified Index evidence point
73.6
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
73.6
Evidence status
confirmed · 97% mass
General preference
75.6
Coding
74.4
Agents & tools
44.9
Reasoning
56.6
Evidence breadth
100%
Evidence coverage
89%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
29.0
Liquidity (providers × uptime)
97.6
Open reach (HF downloads)
—
Surface (context / tools / modalities)
95.0
Freshness
83.8
  • · OpenRouter popularity #62
  • · 2 live providers
  • · Catalogue: context 500000, reasoning, tools, modalities Text/Image/File
  • · First seen 2026-08-12

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
51.0
partial · 56% metadata coverage
Not capability
Artifact reproducibility
0.0
Access & legal clarity
30.3
Deployability
90.0
Evaluation provenance
89.6

Not yet published: a pinned repository revision, the architecture and model type, a parameter count, safetensors weight metadata, the base model it derives from, a declared licence, a link to the licence terms, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
52.0
OpenRouter weekly popularity
#62 of 334

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#72 of 409
Rating
1453.4
95% confidence interval
1448–1459
Votes
21K
Source published at
25 Sept 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
29.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
97.6

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
83.8

Time since first public availability, on a six-month half-life.

Specification

Model ID
x-ai/grok-4.6
Context window
500K tokens
Max output
450K tokens
Inputs
Text, Image, File
Outputs
Text
Tokenizer
Grok
Cached input tokens
$0.50 / 1M
First seen on OpenRouter
12 Aug 2026

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • Supported: Response format
  • Not supported: Moderated

Benchmark leaderboards featuring Grok 4.6

All leaderboards
Public benchmark boards on which Grok 4.6 has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena coding leaderboardArena (LMArena)15071499–1516#59 of 404High25 Sept 2026
LMArena Agent leaderboardLMArena1.2%0.2%–2.2%#23 of 44X-High25 Sept 2026
ARC-AGI-2 leaderboardARC Prize Foundation67.1%#51 of 228X-High24 Sept 2026
ARC-AGI-3 leaderboardARC Prize Foundation2.1%#23 of 57X-High24 Sept 2026
Artificial Analysis Intelligence IndexArtificial Analysis44.3#29 of 173High19 Sept 2026
Humanity's Last Exam (Artificial Analysis run)Artificial Analysis42.9%#46 of 633High5 Sept 2026
Terminal-Bench 4.0 leaderboardTerminal-Bench (Laude Institute)20.3%17.2%–23.4%#22 of 27Grok Build · High12 Aug 2026

Grok 4.6: common questions

How does Grok 4.6 rank among AI models?

Grok 4.6 is a superseded version and is not on the current board as of 28 September 2026. Its archive position, where one exists, is shown on the page; the newer version carries the current rank.

How much does Grok 4.6 cost per 1M tokens?

Grok 4.6 is listed at $2.00 per 1M input tokens and $6.00 per 1M output tokens as of 28 September 2026 across 2 providers. Prices come from the OpenRouter catalogue and re-observe on every refresh. For 1,000 requests using 2,000 input and 500 output tokens each, the listed rates imply $7.00 total (2M input + 0.5M output). This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the chosen endpoint's rate and limits before budgeting.

What is the context window of Grok 4.6?

Grok 4.6 has a published context window of 500K tokens (500,000) and a maximum output of 450K tokens. Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.

Is Grok 4.6 open-weight?

API only. No downloadable model weights are linked in the current source data; access is through a hosted API or product.

Which API providers serve Grok 4.6?

2 providers serve Grok 4.6 through OpenRouter as of 28 September 2026: xAI and Amazon Bedrock. Each provider's price, context limit, quantization and measured uptime are in the providers table above.

Which benchmarks has Grok 4.6 been evaluated on?

Grok 4.6 has published results on 7 public boards tracked by ModelCap as of 28 September 2026: Arena coding 1507 (#59 of 404), LMArena Agent 1.2% (#23 of 44), ARC-AGI-2 67.1% (#51 of 228), ARC-AGI-3 2.1% (#23 of 57) and AA Intelligence Index 44.3 (#29 of 173) and more. Each board page ranks every tracked model on that benchmark. The ModelCap Index scores the results its methodology admits, with published uncertainty, and shows reference boards without scoring them.

When was Grok 4.6 released?

Grok 4.6 first appeared in the catalogue on 12 Aug 2026. It has since been superseded by Grok 4.7. Rank and price movements since then are recorded on the site's changes feed.