head-to-head

SpaceXAI: Grok 4.3 vs Anthropic: Claude Sonnet Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

	SpaceXAI: Grok 4.3	Anthropic: Claude Sonnet Latest
Vendor	x-ai	~anthropic
Quality Score	100	100
Benchmark Score	39.3	-
Input Price	$1.25/M	$2.00/M
Output Price	$2.50/M	$10.00/M
Context Window	1,000,000	1,000,000
Max Output	900,000	128,000
Tool Calling	✓	✓
Structured Output	✓	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	-	-
Benchmark Scores
ai_index	41.1	-

Who wins by task?

Task	SpaceXAI: Grok 4.3	Anthropic: Claude Sonnet Latest
SQL Generation	138	132
Code Review	139	132
Code Completion	120	117
Code Refactoring	142	136
Bug Fixing	143	136
Unit Test Generation	128	124
Code Documentation	134	129
Regex Writing	123	117
CI/CD Pipelines	124	120
Frontend Component Design	126	122
Data Analysis	130	124
CSV / Spreadsheet Cleanup	135	132
ETL Scripting	133	128
JSON Extraction	123	121
Bulk Data Labeling	120	118
OCR / Document Parsing	133	131
Table Extraction from PDFs	133	131
Long-Document Summarization	144	136
Short-Form Summarization	117	113
Blog Post Writing	126	120

Scores reflect capability match + benchmark data + pricing for each task. Methodology →