Ornn Data

Rolling-window price volatility for one GPU type over a date range. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account. windowDays must fit inside the range: a window wider than the range, or a range too short to fill one window, returns rolling_volatility: null rather than an error. An unbounded call is clamped to a trailing 180 days.

get_gpu_volatility

Observed listing volume metrics for one GPU type over a date range. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_gpu_volume_metrics

Current LLM coding index value for one SINGLE product ID (e.g. "cc-prs"). Queries the Ornn data API (https://data.ornn.com/docs). Compare products (the cc-vs-* IDs, e.g. "cc-vs-codex") are NOT valid here even though list_llm_coding_products returns them — use get_llm_coding_history for those. Requires an API key or paid (premium/full) account.

get_llm_coding_index

Daily LLM coding index history for one product ID over a date range, including cc-vs-* compare products. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_llm_coding_history

The most recent daily wholesale power print for every tracked US market (or one, via market), USD per MWh peak-block. Each market's date differs: the six ICE markets (EIA-republished exchange trades) lag the ERCOT day-ahead series by days to weeks, so always report each price with its d date and the market's lastObservation — never present a print as "today's price". ICE prices are traded prices with volume (g) and trade count (t); ERCOT is a day-ahead clearing price with system load (l) instead — not directly comparable bases. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_power_market_snapshot

List the product IDs covered by the LLM coding index (PR/commit/merge share by tool). Queries the Ornn data API (https://data.ornn.com/docs). Returns both single products and cc-vs-* compare products; only single products work with get_llm_coding_index, while get_llm_coding_history takes either. Works without authentication.

list_llm_coding_products

List the labs/models covered by the token price index. Queries the Ornn data API (https://data.ornn.com/docs). Works without authentication.

list_token_types

List the GPU types with published price indices. Queries the Ornn data API (https://data.ornn.com/docs). Works without authentication; anonymous data access on other tools is limited to the free-tier subset of these types.

list_gpu_types

List the DRAM/flash/module memory types with published prices. Queries the Ornn data API (https://data.ornn.com/docs). Works without authentication.

list_memory_types

List the tracked US wholesale power markets with each market's price basis and data vintage, without price series. Six markets (PJM, MISO, ISO-NE, CAISO, WECC Northwest, WECC Southwest) are ICE exchange-traded peak prices republished by EIA; ERCOT is its own day-ahead clearing price — the two bases are not directly comparable. Each market carries source, depth ("traded" volume for ICE, system "load" for ERCOT), pointCount and lastObservation; lastObservation is the series vintage and differs per market (ICE prints can lag by days to weeks), so report it beside any figure. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

list_power_markets

Historical prices for one memory type over a date range. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_memory_price_history

Current memory (DRAM/flash/module) price index — one type, one category, or all. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_memory_index

Neocloud GPU datacenter sites in ONE region — a city, a lat/lng radius, or a country. A region is REQUIRED; gpu_type and scope narrow within it. Country values come from get_neocloud_aggregate by=country (its 'Unknown' bucket works too); a large country exceeds the default limit, so page with limit/offset to reach the full bucket. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or full-access account (not included in premium).

get_neocloud_sites

Neocloud site counts/capacity aggregated by country or GPU type. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or full-access account (not included in premium).

get_neocloud_aggregate

Daily wholesale power price series (USD per MWh, peak-block) for the tracked US markets over a date range, with history from 2017-01-03. Six markets are ICE exchange-traded prices republished by EIA, carrying traded volume (g) and trade count (t); ERCOT is a day-ahead clearing price shown against system load (l) — different bases, not directly comparable, and MISO trades thinly so read its price against volume. An unbounded call is clamped to the trailing 90 days; a missing bound is derived from the one given. The markets metadata carries each market's full-series lastObservation — the vintage to report beside recent figures. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_power_market_history

Find Ornn market data series by name: GPU types, memory types, token index labs, and LLM coding products. Returns ids to pass to the fetch tool. An empty query lists everything this server covers. Queries the Ornn data API (https://data.ornn.com/docs). Works for any authenticated caller.

search

Ornn Token Price Index: settled $/token by lab. Queries the Ornn data API (https://data.ornn.com/docs). Works without authentication for the free labs (anthropic, openai, google, deepseek) over the trailing month; other labs and older history require an API key or paid (premium/full) account.

get_token_price_index

The Token Volume Index: settled daily token volume for the closed frontier labs, with each lab indexed to 100 at its first settled day (growthIndex), its share of the closed-lab daily total, and the combined total indexed to 100 (totalGrowthIndex). Fixed-base, so overlapping windows return identical values for the same date. Daily grain only. An unbounded request is clamped to a trailing 90-day window and a missing bound is derived from the one given; pass both dates for a specific window, at most 180 days per call. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account.

get_token_volume

Daily workload cost metrics: settled $/request, index, and intensity decomposition. Queries the Ornn data API (https://data.ornn.com/docs). Requires an API key or paid (premium/full) account. Returns one row per (lab, family) per day, so the full history far exceeds the result-size cap: an unbounded request is clamped to a trailing window of 10 days unfiltered, or 30 days when lab is set, and a missing bound is derived from the one given. Pass both dates for a specific window, and prefer setting lab to get more history per call. The decomposition fields (priceEffect, intensityEffect, mixEffect, lfl) are null for dates before ~mid-July 2026; do not assume they are populated.

get_workload_index