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Market around alchemize

AI agent that transpiles computational models between probabilistic programming languages (PyMC, Stan), deep learning frameworks (JAX, PyTorch), and Rust with self-correction and numerical validation.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
alchemize · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
alchemize doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 strong substitutes
Price momentum · 30d
—
Agents · Pro median
$9/mo
1 priced · $9–$9 mid 50%
MCP servers · Pro median
$59/mo
1 priced · $59–$59 mid 50%
Platforms · Pro median
$20/mo
3 priced · $15–$85 mid 50%

Agents cost 0.2× MCP servers at the Pro tier.

Price spectrum · Pro plans · 3 of 3 providers priced · log scale · $9 → $59/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)alchemize has no comparable Pro price — not plotted

Products in this market

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

AAgents14Ranked by relevance
alchemizethis listing
● AGENT · relevance 100%
no public price
peri
● AGENT · relevance 66%
no public price
zap_coding_agent
● AGENT · relevance 66%
no public price
hermes_agent_rust
● AGENT · relevance 64%
no public price
zerostack
● AGENT · relevance 64%
no public price
Pi Agent · Soyuz
● AGENT · relevance 62%
no public price
autokernel
● AGENT · relevance 61%
no public price
pi
● AGENT · relevance 61%
no public price
noteweave
● AGENT · relevance 61%
no public price
agent_sven
● AGENT · relevance 60%
no public price
mixtranslate
● AGENT · relevance 59%
no public price
gguf_loader
● AGENT · relevance 58%
$9/mo Pro
tianshu_tui
● AGENT · relevance 58%
no public price
edgecrab
● AGENT · relevance 58%
no public price
MMCP servers3Ranked by relevance
RAI
● MCP · relevance 65%
$59/mo Pro
flatland
● MCP · relevance 63%
no public price
code_to_tree
● MCP · relevance 60%
no public price
FFrameworks22Ranked by relevance
behest
● FRAMEWORK · relevance 64%
no public price
soma
● FRAMEWORK · relevance 63%
no public price
mcp_framework
● FRAMEWORK · relevance 63%
no public price
turbomcp
● FRAMEWORK · relevance 62%
no public price
wayland_core
● FRAMEWORK · relevance 62%
no public price
llm_router
● FRAMEWORK · relevance 62%
no public price
awaken
● FRAMEWORK · relevance 61%
no public price
cotrex_ai_runtime
● FRAMEWORK · relevance 61%
no public price
orcaset
● FRAMEWORK · relevance 61%
no public price
dippin
● FRAMEWORK · relevance 61%
no public price
tsukuyomi
● FRAMEWORK · relevance 60%
no public price
rust_mcp_schema
● FRAMEWORK · relevance 60%
no public price
llm_council
● FRAMEWORK · relevance 60%
no public price
openjudge
● FRAMEWORK · relevance 60%
no public price
art
● FRAMEWORK · relevance 59%
no public price
rust_mcp_sdk
● FRAMEWORK · relevance 59%
no public price
mcp_execution
● FRAMEWORK · relevance 59%
no public price
ultrafast_mcp
● FRAMEWORK · relevance 59%
no public price
zeph
● FRAMEWORK · relevance 59%
no public price
rustyhand
● FRAMEWORK · relevance 58%
no public price
barbacane
● FRAMEWORK · relevance 58%
no public price
minicode
● FRAMEWORK · relevance 58%
no public price
PPlatforms5Ranked by relevance
ollama_2
● PLATFORM · relevance 62%
no public price
Ducklab
● PLATFORM · relevance 60%
no public price
spettro
● PLATFORM · relevance 60%
$10/mo Pro
-50% vs Pro median
velocity
● PLATFORM · relevance 59%
no public price
gobby
● PLATFORM · relevance 58%
no public price
AAPIs3Ranked by relevance
OpenRouter
● API · relevance 62%
no public price
zveno_ai
● API · relevance 61%
no public price
vLLM
● API · relevance 59%
no public price
OOther3Ranked by relevance
lfm25_26b
● OTHER · relevance 61%
no public price
refactor_autonomous_agent_exec
● OTHER · relevance 60%
no public price
Henka
● OTHER · relevance 58%
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.