Pans Competitor Compare

AI算力销售竞品对比分析器。实时对比AWS/GCP/Azure/火山引擎/阿里云GPU定价和规格。 支持按GPU型号、云厂商、区域筛选，输出对比表格或CSV。 触发词：竞品对比, GPU价格, 云厂商对比, 定价分析, competitor analysis, pricing comparison

Security Scan

The skill is internally consistent: it is a CLI/instruction-only price/spec comparison tool that ships a local static dataset and filtering/display code and does not request credentials, install remote code, or perform unexpected actions.

Purpose & Capability

The name/description (GPU/cloud pricing comparison) matches the included SKILL.md and scripts/compare.py. The code contains a static GPU_DATA dataset and CLI filters to produce table/JSON/CSV output — exactly what the skill claims to do. No unrelated services, binaries, or credentials are requested.

Instruction Scope

SKILL.md instructs running the local Python script with filtering flags and exporting to stdout/file. The instructions and code only reference the bundled dataset and CLI args; there are no steps that access arbitrary files, environment variables, network endpoints, or exfiltrate data.

Install Mechanism

No install spec is provided (instruction-only with an included script). Nothing is downloaded or extracted at install time; the runtime is local Python execution, which is proportional for a CLI tool.

Credentials

The skill declares no required environment variables, credentials, or config paths. The code does not read secrets or request access to unrelated services — the requested environment (a Python interpreter and filesystem write permission if exporting CSV) is appropriate for its purpose.

Persistence & Privilege

The skill is not marked always:true and does not request persistent elevated privileges or modify other skills or global agent settings. It runs on-demand as a local script.

Assessment

This skill appears to be a simple, local price/spec comparator using a bundled static dataset and a Python CLI. Before installing/using: (1) confirm you have a compatible Python environment (script indicates Python 3.11 but will likely run on 3.x); (2) remember the pricing data is a snapshot (SKILL.md notes 2026-04 reference) — verify current prices on vendors' official sites for transaction decisions; (3) when exporting to a file, confirm the output path is safe (it will write CSV if you pass --output); (4) no credentials or network calls are required by the skill, so it does not appear to exfiltrate secrets or reach out to external endpoints. If you need live pricing, check whether a maintained upstream source or API is available and review any added network code before trusting automated comparisons.

AI算力销售竞品对比分析器 — 对比 AWS / GCP / Azure / 火山引擎 / 阿里云的 GPU 实例定价。

快速开始

# 查看 H100 所有云厂商对比（表格）
python3 scripts/compare.py --gpu h100

# 查看 A100 按量价格（JSON）
python3 scripts/compare.py --gpu a100 --mode pricing --format json

# 仅看 AWS 和 GCP
python3 scripts/compare.py --gpu all --provider aws,gcp --format table

# 导出 CSV
python3 scripts/compare.py --gpu h100 --format csv --output ~/Desktop/h100_comparison.csv

CLI 参数

参数	说明	默认值
--gpu	GPU型号过滤：h100 / a100 / l40s / a10g / l4 / all	all
--provider	云厂商过滤：aws / gcp / azure / volc / ali / all，逗号分隔	all
--region	区域过滤：us-east / us-west / cn / eu / all	all
--mode	输出模式：pricing（仅价格） / specs（仅规格） / all（完整）	all
--format	输出格式：table（彩色表格） / json / csv	table
--output	输出文件路径（可选，默认打印到 stdout）	-

数据来源

• AWS: p5en (H100), p4d/p4de (A100 80GB), g6 (L40S), g5 (A10G)
• GCP: a3-highgpu-8g (H100), a2-highgpu (A100), g2-standard (L4)
• Azure: ND H100 v5, NC A100 v4, NV L40s
• 火山引擎: H100 / A100 / L40S
• 阿里云: H100 / A100 80GB / A100 40GB / V100 / A10

输出字段

字段	说明
provider	云厂商
instance	实例名称
gpu	GPU型号
vram	显存容量
vcpus	vCPU数量
memory	内存（GB）
ondemand	按量付费价格（$/hr）
1yr	1年预留实例价格（$/hr）
3yr	3年预留实例价格（$/hr）
network	网络带宽
storage	本地存储
region	适用区域

价格参考

⚠️ 价格数据基于 2026-04 参考价，实际价格以各云厂商官网为准。 AWS/GCP/Azure 为美区价格（us-east-1 / us-central1 / eastus）。 火山引擎/阿里云为中国区参考价。