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Market around noema_declarative_ai

Python framework for declarative LLM control. Enables structured reasoning by treating LLMs as thought interpreters with guided generation paths, built on llama.cpp and guidance.

Visit github.com ↗Pricing page ↗

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Prices and medians update for the tier you select.

Compare at
Noema Declarative Ai · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Noema Declarative Ai doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
30th pctile
25 strong substitutes
Price momentum · 30d
—
Platforms · Pro median
$35/mo
1 priced · $35–$35 mid 50%
Frameworks · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Price spectrum · Pro plans · 2 of 3 providers priced · log scale · $20 → $35/mo
Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Noema Declarative Ai has no comparable Pro price — not plotted

Products in this market

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

FFrameworks39Ranked by relevance
noema_declarative_aithis listing
● FRAMEWORK · relevance 100%
no public price
prompt_decorators
● FRAMEWORK · relevance 74%
no public price
tme_agent
● FRAMEWORK · relevance 73%
no public price
LA
Langroid
● FRAMEWORK · relevance 73%
no public price
harnessclaw_engine
● FRAMEWORK · relevance 73%
no public price
Upsonic
● FRAMEWORK · relevance 72%
no public price
pyshackle
● FRAMEWORK · relevance 72%
no public price
coexist_ai
● FRAMEWORK · relevance 72%
no public price
Guardrails AI
● FRAMEWORK · relevance 72%
no public price
summonpot
● FRAMEWORK · relevance 71%
no public price
bridgic
● FRAMEWORK · relevance 71%
no public price
sema_lang
● FRAMEWORK · relevance 70%
no public price
EV
EvoAgentX
● FRAMEWORK · relevance 70%
no public price
widemem
● FRAMEWORK · relevance 70%
no public price
pi_py
● FRAMEWORK · relevance 70%
no public price
TrueForge
● FRAMEWORK · relevance 70%
no public price
microsoft_autogen
● FRAMEWORK · relevance 69%
no public price
litemultiagent
● FRAMEWORK · relevance 69%
no public price
Letta
● FRAMEWORK · relevance 69%
$20/mo Pro
rllm
● FRAMEWORK · relevance 68%
no public price
openjudge
● FRAMEWORK · relevance 68%
no public price
bioma_framework
● FRAMEWORK · relevance 68%
no public price
flowllm
● FRAMEWORK · relevance 68%
no public price
ouroboros
● FRAMEWORK · relevance 68%
no public price
orion_os
● FRAMEWORK · relevance 68%
no public price
l4_language
● FRAMEWORK · relevance 68%
no public price
goal_flow
● FRAMEWORK · relevance 67%
no public price
barbacane
● FRAMEWORK · relevance 67%
no public price
alphatrion
● FRAMEWORK · relevance 67%
no public price
giulia
● FRAMEWORK · relevance 67%
no public price
AReaL
● FRAMEWORK · relevance 67%
no public price
toolnexus
● FRAMEWORK · relevance 67%
no public price
agentic_rag
● FRAMEWORK · relevance 67%
no public price
abcoder
● FRAMEWORK · relevance 67%
no public price
rail_remote_agent_invocation
● FRAMEWORK · relevance 67%
no public price
Base120
● FRAMEWORK · relevance 67%
no public price
remind
● FRAMEWORK · relevance 66%
no public price
docetl
● FRAMEWORK · relevance 66%
no public price
sentinel_ai
● FRAMEWORK · relevance 66%
no public price
MMCP servers4Ranked by relevance
mcp_python_interpreter
● MCP · relevance 72%
no public price
prolog_reasoner
● MCP · relevance 68%
no public price
mcp_language_server
● MCP · relevance 67%
no public price
prims_mcp_server
● MCP · relevance 66%
no public price
AAgents1Ranked by relevance
minicline
● AGENT · relevance 71%
no public price
PPlatforms3Ranked by relevance
easy_llm_cli
● PLATFORM · relevance 70%
no public price
Orq.ai
● PLATFORM · relevance 68%
$35/mo Pro
DeepOpinion
● PLATFORM · relevance 66%
no Pro plan
entry $199/mo
OOther2Ranked by relevance
pbom
● OTHER · relevance 68%
no public price
Anthropic
● OTHER · relevance 67%
no public price
AAPIs1Ranked by relevance
opentools
● API · relevance 67%
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.