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Market around DecisionSmith

Python toolkit for using LLMs as teachers to train and deploy fast structured decision models. Supports schema-validated outputs, confidence thresholds, fallback routing, evaluation, fine-tuning, and an MCP server for agent clients.

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Explore the market

Prices and medians update for the tier you select.

Compare at
DecisionSmith · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
DecisionSmith doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
34th pctile
35 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 3 providers priced · log scale · $20 → $20/mo
Other◻ shaded = middle 50% · line = median (all types)DecisionSmith has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
DecisionSmiththis listing
● OTHER
no public price
Vons
● OTHER72% similar
no public price
FFrameworks19Ranked by similarity
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no public price
LA
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no public price
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no public price
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● FRAMEWORK73% similar
no public price
AReaL
● FRAMEWORK73% similar
no public price
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● FRAMEWORK73% similar
no public price
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no public price
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● FRAMEWORK73% similar
no public price
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● FRAMEWORK72% similar
no public price
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PPlatforms2Ranked by similarity
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● PLATFORM72% similar
no public price
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● PLATFORM72% similar
no public price
MMCP servers2Ranked by similarity
Rostra
● MCP71% similar
no public price
sparkient
● MCP70% similar
no Pro plan
entry $19/mo
AAgents1Ranked by similarity
AutoResearch
● AGENT71% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.