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ATOM AIPI Weekly, Week 12 (March 30, 2026)

Hugging Face Forums [Unofficial] March 30, 2026
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Week 12 numbers are out.

2,614 SKUs across 1,234 models and 47 vendors. All 14 AIPI indexes came in flat this week, 0.0% WoW across every modality and channel category.

Numbers worth knowing:

Text input benchmark (AIPI TXT GLB): $0.001190 per 1K tokens

Text output benchmark: $0.005540 per 1K tokens

Output premium over input: 3.85x

Open source vs proprietary median: OSS is 70.7% cheaper

Caching savings where available: 69.7%

Models offering cached pricing: 20.4%

Context cost curve (128K+ vs 32K): 3.0x

Three straight weeks of flat pricing. The competition right now is on model breadth, not price.

We publish a free MCP server with four tools that work out of the box in Claude, Cursor, and Windsurf with no API key. MCP PRO at $49/mo unlocks search_models, get_model_detail, compare_prices, and get_vendor_catalog.

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