head-to-head

MoonshotAI: Kimi K2.7 Code vs Anthropic Claude Haiku Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-04.

	MoonshotAI: Kimi K2.7 Code	Anthropic Claude Haiku Latest
Vendor	moonshotai	~anthropic
Quality Score	100	100
Benchmark Score	73.4	-
Input Price	$0.73/M	$1.00/M
Output Price	$3.50/M	$5.00/M
Context Window	262,144	200,000
Max Output	262,144	64,000
Tool Calling	✓	✓
Structured Output	✓	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	-	-
Benchmark Scores
ai_index	69.2	-
ai_index_agentic	48.8	-
ai_index_coding	100.0	-

Who wins by task?

Task	MoonshotAI: Kimi K2.7 Code	Anthropic Claude Haiku Latest
SQL Generation	163	129
Code Review	155	124
Code Completion	129	114
Code Refactoring	151	124
Bug Fixing	165	128
Unit Test Generation	147	120
Code Documentation	135	122
Regex Writing	133	118
CI/CD Pipelines	138	116
Frontend Component Design	142	122
Data Analysis	162	124
CSV / Spreadsheet Cleanup	147	125
ETL Scripting	144	120
JSON Extraction	147	122
Bulk Data Labeling	134	120
OCR / Document Parsing	142	127
Table Extraction from PDFs	142	127
Long-Document Summarization	147	125
Short-Form Summarization	130	114
Blog Post Writing	134	117

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