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Market around Fittest

An open-source materials science system that uses a swarm of machine-learned interatomic potentials to select predictions, detect uncertainty, and call density functional theory when models are unreliable. Includes a hosted MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

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

Compare at
Fittest · Pro
No Pro plan
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Pro-agent median
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insufficient comparable pricing
vs Pro agents
No comparison
Fittest doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
4th pctile
2 competing vendors
Comparable listings · 30d
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No providers in this market have a Pro-tier plan — try another tier.

Products in this market

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

AAgents3Ranked by similarity
Fittestthis listing
● AGENT
no public price
chem_llm
● AGENT69% similar
no public price
DFT Agent
● AGENT69% similar
no public price
OOther1Ranked by similarity
Salpa
● OTHER61% similar
no public price

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