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Market around chem_llm

Open-source LLM agent that runs end-to-end density functional theory band-structure studies with Quantum ESPRESSO, fetching structures from Materials Project and generating inputs, calculations, validation checks, and plots.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
chem_llm · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
chem_llm doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 1 providers priced · log scale · $20 → $20/mo
Other◻ shaded = middle 50% · line = median (all types)chem_llm has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches chem_llm's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther1Ranked by similarity
chem_llmthis listing
● OTHER
no public price
PPlatforms1Ranked by similarity
Ramanujan
● PLATFORM60% similar
no public price
FFrameworks1Ranked by similarity
sema_lang
● FRAMEWORK60% similar
no public price
MMCP servers1Ranked by similarity
ltspice_mcp_2
● MCP59% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.