AI Infrastructure Data & Benchmarks
Prices, benchmarks and sizing for LLM APIs, GPUs, self-hosted models and cloud agents. Updated daily, sources linked, JSON available.
Data updated: 2026-10-06 01:36AI infrastructure map
MODELS
Models
66 models, official API list prices in USD · 50 with public benchmarks
DEPLOYMENT
Deployment
VRAM, GPU count and speed estimates for 19 open-weights models
AGENT INFRA
Agent infrastructure
21 cloud agents compared by specs and price · Coding PC ladder
PricingAs of 2026-10-06 · CNY prices converted at ¥6.71 per USD
Leading models, official list pricesUSD per 1M tokens · ranked by public benchmark score
| US models | Input | Output |
|---|---|---|
| Claude Fable 5.1Anthropic | $10.00 | $50.00 |
| Claude Opus 5.5Anthropic | $4.00 | $20.00 |
| Claude Fable 5Anthropic | $10.00 | $50.00 |
| GPT-6 AstraOpenAI | $10.00 | $50.00 |
| GPT-6.1 SolOpenAI | $2.00 | $10.00 |
| Chinese models | Input | Output |
|---|---|---|
| DeepSeek V4.1 FlashDeepSeek | $0.30 | $1.20 |
| Kimi K3Moonshot AI | $2.98 | $14.90 |
| Qwen3.8-MaxAlibaba (Qwen) | $2.00 | $6.00 |
| GLM-5.3Zhipu AI | $1.40 | $4.40 |
| Qwen3.8 27BAlibaba (Qwen) | $0.50 | $3.00 |
MACHINE-READABLE
Data feeds
| URL | Contents | Coverage | Refresh |
|---|---|---|---|
| /data/latest.json | Official model API prices (USD and CNY per 1M tokens) | 66 models | Daily |
| /data/evaluations_latest.json | Public benchmark scores (Artificial Analysis, LiveBench) | 50 models | Daily |
| /data/agents.json | Cloud agent review database | 21 agents | Daily |
| /data/history.csv | Daily snapshots of official list prices, append-only | all models | Daily |
| /data/price_index.json | Price index series, medians, price-score frontier | CN / US / global | Daily |
Also: llms.txt and llms-full.txt (plain-text summaries for AI assistants). Please cite as “TANDIU, tandiu.cn” with a link to the page used.