What are the verified coding and reasoning benchmarks for SpaceXAI: Grok 4.7?

SpaceXAI: Grok 4.7 achieves SWE-bench Verified: 73.6% (xhigh), LiveCodeBench: 64.9%. Verified sources: Artificial Analysis Intelligence Index v4.3.2 (Artificial Analysis), xAI Grok 4.7 Technical Whitepaper (xAI).

How does SpaceXAI: Grok 4.7 compare to rival frontier coding models on SWE-bench and pricing?

SpaceXAI: Grok 4.7 achieves SWE-bench Verified: 73.6% at $3/$15 per 1M tokens. Direct peer comparison: MiMo-V2.6-Pro (71.4% SWE-bench, $0.15/$0.6); Qwen 3.8 Max (0902) (72.8% SWE-bench, $0.8/$4); OpenAI GPT-6 Sol (75.1% SWE-bench, $2.5/$12.5); xAI Grok 4.6 (70.8% SWE-bench, $2/$10).

Does Swarm isolate SpaceXAI: Grok 4.7 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 4.7 be assigned to specific subagent roles?

Yes. In ~/.swarm/config.json, you can configure SpaceXAI: Grok 4.7 as Primary/Planner (DAG task decomposition), Coder (implementation in isolated worktrees), or Finder (read-only symbol search).

SpaceXAI: Grok 4.7 — Specs, Context & Capabilities

Q: What is the recommended Swarm multi-agent topology for SpaceXAI: Grok 4.7?

Swarm recommends SpaceXAI: Grok 4.7 as Primary / Planner (Tier 1: Algorithmic Reasoning Specialist). Excels at decomposing algorithmic challenges and mathematical verification stages. Best paired with: gemini-3-8-flash or deepseek-v4p1-flash for parallel file search.

Q: How do I run SpaceXAI: Grok 4.7 with Swarm?

Configure SpaceXAI: Grok 4.7 via CLI using: swarm ctl model set --provider openrouter --model openrouter/x-ai/grok-4.7, or switch models interactively inside the terminal TUI with /models.

SpaceXAI: Grok 4.7 Benchmarks & Agentic Accuracy

Verified primary research & developer preference metrics

Primary Sources Verified

SWE-bench Verified

73.6%

xhighxAI Evaluations ↗

LiveCodeBench

64.9%

ThinkingLiveCodeBench ↗

LMSYS Coding Elo

1408Elo

Coding ArenaLMSYS Arena ↗

Pricing ($ / 1M tokens)

$3/ $15

$0.3 cached readStandard API Pricing

What This Means in Real Software Development

Ranked #6 overall with 46 Intelligence Index (xhigh reasoning tier).
Excels in quantitative reasoning with a 52 Finance & Accounting Index, ranking 4th globally.
Achieves 73.6% SWE-bench Verified with advanced mathematical rigor.
Operating at 39 TPS with a $3.74 weighted cost per Intelligence task.

Swarm Multi-Agent Topology

Tier 1: Algorithmic Reasoning SpecialistRole: Primary / Planner

Best Paired With: gemini-3-8-flash or deepseek-v4p1-flash for parallel file search

Excels at decomposing algorithmic challenges and mathematical verification stages.

Git Worktree Isolation Advantage:

Performs rigorous isolated builds and numerical tests inside dedicated worktrees.

What Developers & Practitioners Are Saying

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

Field Consensus

"Highly regarded for complex algorithmic logic and mathematical deduction. Users highlight its fearless adherence to truth-seeking deduction over soft answers."

Verified Real-World Strengths

Outstanding 52 score on Finance & Accounting Index
Deep mathematical deduction and formal logic verification
Clean C/C++, Rust, and low-level systems code synthesis

Production Caveats & Gaps

Lower inference throughput (39 TPS) than flash rivals
Cost per task ($3.74) is above average for general coding

Primary Sources & Methodology Citations

Artificial Analysis Intelligence Index v4.3.2 — Artificial Analysis (September 2026)
xAI Grok 4.7 Technical Whitepaper — xAI (July 2026)

Head-to-Head Frontier Comparisons: SpaceXAI: Grok 4.7 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 4.7OpenRouterCurrent	Tier 1: Algorithmic Reasoning Specialist	73.6%	64.9%	1408	—	$3 / $15
MiMo-V2.6-ProXiaomi Compare SpaceXAI: Grok 4.7 vs MiMo-V2.6-Pro →	Tier 1: Maximum Efficiency Frontier	71.4%	63.5%	1395	—	$0.15 / $0.6
Qwen 3.8 Max (0902)Qwen Compare SpaceXAI: Grok 4.7 vs Qwen 3.8 Max (0902) →	Tier 1: Enterprise Frontier Lead	72.8%	64%	1402	—	$0.8 / $4
OpenAI GPT-6 SolOpenAI Compare SpaceXAI: Grok 4.7 vs OpenAI GPT-6 Sol →	Tier 1: Frontier Generalist	75.1%	65.8%	1415	—	$2.5 / $12.5
xAI Grok 4.6xAI Compare SpaceXAI: Grok 4.7 vs xAI Grok 4.6 →	Tier 1: High-Reasoning Specialist	70.8%	62.4%	1392	—	$2 / $10

Explore All AI Model Comparisons Hub (SpaceXAI: Grok 4.7 & Flagship Peers) →

SpaceXAI: Grok 4.7 model overview

SpaceXAI: Grok 4.7 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-4.7

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

Run SpaceXAI: Grok 4.7 in Swarm

Verified CLI workflow & multi-agent architecture

Quickstart Guide →

bash — swarm run

$swarm ctl model set --provider openrouter --model openrouter/x-ai/grok-4.7

# Or switch interactively inside the terminal TUI:

>/models

Subagent Role Matrix

Assign SpaceXAI: Grok 4.7 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 →