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Market around Octomil

Manage, optimize, and deploy machine learning models to edge devices with automated hardware-aware configurations. Generate, review, and test code using local inference to reduce costs and enhance privacy. Benchmark model performance and scan codebases to identify the most effici

Visit octomil.com ↗Pricing page ↗
Pricing (3 buyer tiers · 4 plans)
As parsed from octomil.com/pricing on 2026-08-25.

Explore the market

Prices and medians update for the tier you select.

Compare at
Octomil · SME / Team
$1200/mo
Team plan
SME / Team-MCP server median
$220
across 3 priced MCP servers
vs SME / Team MCP servers
445% above
above SME / Team MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (SME / Team). Never across tiers.
Market density
15th pctile
8 strong substitutes
Price momentum · 30d
-22.0%
MCP servers · SME / Team median
$220/mo
3 priced · $110–$710 mid 50%
Platforms · SME / Team median
$100/mo
5 priced · $99–$149 mid 50%
Price spectrum · SME / Team plans · 6 of 11 providers priced · log scale · $25 → $1200/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = Octomil ($1200/mo)

Products in this market

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

MMCP servers14Ranked by relevance
Octomilthis listing
● MCP · relevance 100%
$1200/mo SME / Team
+445% vs SME / Team median
Leeroopedia
● MCP · relevance 69%
no SME / Team plan
entry $10/mo
terradev_cli
● MCP · relevance 67%
no public price
Agents @Kopern.ai
● MCP · relevance 66%
no SME / Team plan
entry $79/mo
allcanuse_mcp
● MCP · relevance 66%
no public price
modelscope_mcp_server
● MCP · relevance 66%
no public price
VE
vetted_consumer
● MCP · relevance 66%
no SME / Team plan
entry $10/mo
WanYi Memory Core
● MCP · relevance 66%
no public price
FleetQ
● MCP · relevance 66%
$220/mo SME / Team
0% vs SME / Team median
cloud_run_mcp
● MCP · relevance 65%
no public price
cua_ai
● MCP · relevance 65%
no public price
auxen
● MCP · relevance 65%
no public price
WA
WarpGBM
● MCP · relevance 65%
no public price
xcodebuildmcp
● MCP · relevance 64%
no public price
OOther6Ranked by relevance
ST
stellon_labs
● OTHER · relevance 75%
no public price
nvidia_triton
● OTHER · relevance 67%
no public price
lfm25_26b
● OTHER · relevance 66%
no public price
Vetta
● OTHER · relevance 66%
no public price
EmpirioLabs AI
● OTHER · relevance 65%
no public price
Eden Agent
● OTHER · relevance 64%
no public price
FFrameworks9Ranked by relevance
phoneclaw
● FRAMEWORK · relevance 71%
no public price
agent_harness
● FRAMEWORK · relevance 71%
no public price
aima
● FRAMEWORK · relevance 70%
no public price
krillclaw
● FRAMEWORK · relevance 69%
no public price
lemonade_server
● FRAMEWORK · relevance 67%
no public price
thclaws
● FRAMEWORK · relevance 67%
no public price
autodidact
● FRAMEWORK · relevance 66%
no public price
Computer-Using Agents (CUAs) Infrastructure
● FRAMEWORK · relevance 65%
no public price
minicode
● FRAMEWORK · relevance 65%
no public price
PPlatforms20Ranked by relevance
givemeanode
● PLATFORM · relevance 70%
no public price
HU
huggingface
● PLATFORM · relevance 70%
no SME / Team plan
entry $20/mo
leanmcp
● PLATFORM · relevance 68%
$99/mo SME / Team
-1% vs SME / Team median
Ollama
● PLATFORM · relevance 68%
$25/mo SME / Team
-75% vs SME / Team median
exxperts
● PLATFORM · relevance 67%
no public price
lm_studio
● PLATFORM · relevance 67%
no public price
zenml
● PLATFORM · relevance 67%
$999/mo SME / Team
+899% vs SME / Team median
ratel
● PLATFORM · relevance 66%
no public price
Agentic AI
● PLATFORM · relevance 66%
no public price
SiliconFlow
● PLATFORM · relevance 66%
no public price
TrueFoundry
● PLATFORM · relevance 66%
no SME / Team plan
entry $499/mo
ainative_studio
● PLATFORM · relevance 66%
$149/mo SME / Team
+49% vs SME / Team median
superopx
● PLATFORM · relevance 65%
no public price
ypipe
● PLATFORM · relevance 65%
no public price
anyscale
● PLATFORM · relevance 65%
no public price
cua
● PLATFORM · relevance 65%
no public price
profclaw
● PLATFORM · relevance 65%
no public price
Bartholomew
● PLATFORM · relevance 65%
no public price
ollama_2
● PLATFORM · relevance 64%
no public price
lucidic_ai
● PLATFORM · relevance 64%
no public price
AAgents1Ranked by relevance
autokernel
● AGENT · relevance 65%
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.