API Framework

Visual Crossing Weather vs AWS Amplify

Visual Crossing WeatherAWS Amplify

43%

57%

Leading: AWS Amplify (57.1%)

Insufficient data

This matchup has 7 decisive cases (minimum 30 required for publication).

Metric	Value
Visual Crossing Weather wins	3
AWS Amplify wins	4
Abstains (no tool)	569
Other tool chosen	4040
Decisive cases	7
Visual Crossing Weather win rate (unweighted)	42.9%
95% CI	15.8% - 75.0%
Visual Crossing Weather win rate (weighted)	42.9%

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Model	Tier	Visual Crossing Weather	AWS Amplify	None	Other	A rate
Gemini 2.5 Flash	Small	0	4	35	208	0%
GPT 5.4	Frontier	2	0	21	224	100%
GPT 5.3 Codex	Frontier	1	0	9	240	100%
Claude Haiku 4.5	Small	0	0	15	221	n/a
Claude Opus 4.6	Frontier	0	0	11	241	n/a
Claude Sonnet 4.6	Frontier	0	0	5	246	n/a
DeepSeek R1 0528	Frontier	0	0	54	197	n/a
DeepSeek V3.2	Mid	0	0	27	218	n/a
Devstral 2 2512	Mid	0	0	37	206	n/a
Gemini 2.5 Pro	Frontier	0	0	16	234	n/a
GLM 5 Turbo	Frontier	0	0	141	110	n/a
GPT 5.4 Mini	Mid	0	0	12	211	n/a
Kimi K2.5	Frontier	0	0	33	203	n/a
Llama 4 Maverick	Frontier	0	0	4	247	n/a
Llama 4 Scout	Small	0	0	11	216	n/a
MiMo V2 Pro	Frontier	0	0	26	225	n/a
MiniMax M2.7	Frontier	0	0	27	207	n/a
Mistral Small 4	Mid	0	0	6	223	n/a
Qwen3 Coder Next	Mid	0	0	79	163	n/a

Prompt	Tier	Visual Crossing Weather	AWS Amplify	None	Other	A rate
multi-tenant-crm	Intermediate	0	4	74	303	0%
weather-dashboard	Beginner	2	0	0	397	100%
weather-dashboard	Intermediate	1	0	1	395	100%
ai-revenue-ops-copilot	Intermediate	0	0	72	300	n/a
ai-revenue-ops-copilot	Beginner	0	0	24	337	n/a
ai-revenue-ops-copilot	Advanced	0	0	68	306	n/a
multi-tenant-crm	Beginner	0	0	107	280	n/a
multi-tenant-crm	Advanced	0	0	30	364	n/a
url-shortener	Beginner	0	0	88	302	n/a
url-shortener	Advanced	0	0	36	355	n/a
url-shortener	Intermediate	0	0	65	321	n/a
weather-dashboard	Advanced	0	0	4	380	n/a