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 2026-09-23.

	MoonshotAI: Kimi K2.7 Code	Anthropic: Claude Haiku Latest
Vendor	moonshotai	~anthropic
Quality Score	100	100
Benchmark Score	40.9	-
Input Price	$0.71/M	$1.00/M
Output Price	$3.30/M	$5.00/M
Context Window	262,144	200,000
Max Output	235,929	64,000
Tool Calling	✓	✓
Structured Output	✓	✓
Reasoning Mode	✓	✓
Vision	✓	✓
Audio	-	-
Benchmark Scores
ai_index	42.6	-

Who wins by task?

Task	MoonshotAI: Kimi K2.7 Code	Anthropic: Claude Haiku Latest
SQL Generation	136	129
Code Review	134	124
Code Completion	129	114
Code Refactoring	134	124
Bug Fixing	138	128
Unit Test Generation	126	120
Code Documentation	129	122
Regex Writing	123	118
CI/CD Pipelines	122	116
Frontend Component Design	127	122
Data Analysis	130	124
CSV / Spreadsheet Cleanup	129	125
ETL Scripting	128	120
JSON Extraction	131	122
Bulk Data Labeling	128	120
OCR / Document Parsing	130	127
Table Extraction from PDFs	130	127
Long-Document Summarization	136	125
Short-Form Summarization	125	114
Blog Post Writing	124	117

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