What are the verified coding and reasoning benchmarks for SpaceXAI: Grok 4.6?

SpaceXAI: Grok 4.6 achieves SWE-bench Verified: 70.8% (Thinking), LiveCodeBench: 62.4%. Verified sources: Artificial Analysis Intelligence Index v4.3.2 (Artificial Analysis), xAI Grok 4.6 Release Notes (xAI).

What is the recommended Swarm multi-agent topology for SpaceXAI: Grok 4.6?

Swarm recommends SpaceXAI: Grok 4.6 as Coder Subagent (Tier 1: High-Reasoning Specialist). Executes deep algorithmic and quantitative subtasks with high precision. Best paired with: Claude Opus 5.5 or GPT-6 Astra.

How does SpaceXAI: Grok 4.6 compare to rival frontier coding models on SWE-bench and pricing?

SpaceXAI: Grok 4.6 achieves SWE-bench Verified: 70.8% at $2/$10 per 1M tokens. Direct peer comparison: Step 5 Preview (69.5% SWE-bench, $1/$5); Kimi K3 (70.2% SWE-bench, $1/$5); Qwen 3.8 Max (0902) (72.8% SWE-bench, $0.8/$4); xAI Grok 4.7 (73.6% SWE-bench, $3/$15).

Does Swarm isolate SpaceXAI: Grok 4.6 code edits from other agents?

Yes. Swarm provisions isolated Git worktrees for every session and subagent, preventing file race conditions and keeping your main working tree clean until verification passes.

Can SpaceXAI: Grok 4.6 be assigned to specific subagent roles?

Yes. In ~/.swarm/config.json, you can configure SpaceXAI: Grok 4.6 as Primary/Planner (DAG task decomposition), Coder (implementation in isolated worktrees), or Finder (read-only symbol search).

SpaceXAI: Grok 4.6 — Specs, Context & Capabilities

Q: How do I run SpaceXAI: Grok 4.6 with Swarm?

Configure SpaceXAI: Grok 4.6 via CLI using: swarm ctl model set --provider openrouter --model openrouter/x-ai/grok-4.6, or switch models interactively inside the terminal TUI with /models.

SpaceXAI: Grok 4.6 Benchmarks & Agentic Accuracy

Verified primary research & developer preference metrics

Primary Sources Verified

SWE-bench Verified

70.8%

ThinkingxAI Research ↗

LiveCodeBench

62.4%

ThinkingLiveCodeBench ↗

LMSYS Coding Elo

1392Elo

Coding ArenaLMSYS Arena ↗

Pricing ($ / 1M tokens)

$2/ $10

$0.2 cached readStandard API Pricing

What This Means in Real Software Development

Scores 44 on the Artificial Analysis Intelligence Index v4.3.2 with high-reasoning capabilities.
Outperforms many larger flagships on Finance & Accounting Index at 49.
Delivers 48 TPS generation throughput at $2.80 weighted cost per Intelligence task.
Strong mathematical modeling and multi-step deduction for scientific programming.

Swarm Multi-Agent Topology

Tier 1: High-Reasoning SpecialistRole: Coder Subagent

Best Paired With: Claude Opus 5.5 or GPT-6 Astra

Executes deep algorithmic and quantitative subtasks with high precision.

Git Worktree Isolation Advantage:

Validates complex algorithmic implementations safely in isolated worktrees.

What Developers & Practitioners Are Saying

Real-world field observations, production strengths, and developer consensus

Field Consensus

"Solid workhorse in the Grok 4 lineup, offering mathematical precision at lower latency than Grok 4.7."

Verified Real-World Strengths

Strong 49 Finance & Accounting Index score
Precise numerical calculations and formal proof generation
Resilient instruction compliance over medium-length refactors

Production Caveats & Gaps

Costs more per task than open-weight subagent models
Lower throughput than dedicated flash architectures

Primary Sources & Methodology Citations

Artificial Analysis Intelligence Index v4.3.2 — Artificial Analysis (September 2026)
xAI Grok 4.6 Release Notes — xAI (June 2026)

Head-to-Head Frontier Comparisons: SpaceXAI: Grok 4.6 vs Rivals

Standardized, side-by-side benchmark & economics comparison against peer models

Flagship Comparative Matrix

Model	Role / Tier	SWE-bench	LiveCodeBench	LMSYS Elo	AIME	Input / Output
SpaceXAI: Grok 4.6OpenRouterCurrent	Tier 1: High-Reasoning Specialist	70.8%	62.4%	1392	—	$2 / $10
Step 5 PreviewStepFun Compare SpaceXAI: Grok 4.6 vs Step 5 Preview →	Tier 1: Frontier Reasoning Contender	69.5%	61.8%	1388	—	$1 / $5
Kimi K3Moonshot AI Compare SpaceXAI: Grok 4.6 vs Kimi K3 →	Tier 1: Long-Context Architect	70.2%	62%	1390	—	$1 / $5
Qwen 3.8 Max (0902)Qwen Compare SpaceXAI: Grok 4.6 vs Qwen 3.8 Max (0902) →	Tier 1: Enterprise Frontier Lead	72.8%	64%	1402	—	$0.8 / $4
xAI Grok 4.7xAI Compare SpaceXAI: Grok 4.6 vs xAI Grok 4.7 →	Tier 1: Algorithmic Reasoning Specialist	73.6%	64.9%	1408	—	$3 / $15

Explore All AI Model Comparisons Hub (SpaceXAI: Grok 4.6 & Flagship Peers) →

SpaceXAI: Grok 4.6 model overview

SpaceXAI: Grok 4.6 is listed in the public Swarm catalog through OpenRouter. This page summarizes the verified catalog fields used by Swarm without claiming real-time access for every provider account.

Provider: OpenRouter
Family: OpenRouter
Context window: 500K tokens
Thinking support: low · medium · high · xhigh
Availability status: Available
Catalog ID: openrouter/x-ai/grok-4.6

File input
Image input
Text input
Text output
Reasoning
Tools
Structured output
JSON

Run SpaceXAI: Grok 4.6 in Swarm

Verified CLI workflow & multi-agent architecture

Quickstart Guide →

bash — swarm run

$swarm ctl model set --provider openrouter --model openrouter/x-ai/grok-4.6

# Or switch interactively inside the terminal TUI:

>/models

Subagent Role Matrix

Assign SpaceXAI: Grok 4.6 to specialized system roles in ~/.swarm/config.json:

Primary / Planner: Orchestrates full task DAGs and multi-stage pipelines.
Coder Subagent: Generates code and unit tests inside private Git worktrees.
Finder Subagent: Performs read-only code search, symbol discovery, and mapping.

System Agent Roles →Why Swarm Architecture →