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Market around pbom

Open specification and Python SDK for recording tamper-evident audit trails of LLM interactions, including prompt and response fingerprints, model metadata, telemetry, and hash-linked records.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
pbom · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
pbom doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
19th pctile
12 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$25/mo
1 priced · $25–$25 mid 50%
APIs · Pro median
$40/mo
1 priced · $40–$40 mid 50%
Platforms · Pro median
$32/mo
2 priced · $30.5–$33.5 mid 50%
Frameworks · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Price spectrum · Pro plans · 5 of 9 providers priced · log scale · $20 → $40/mo
MCP servers APIs Platforms Frameworks◻ shaded = middle 50% · line = median (all types)pbom has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by relevance
pbomthis listing
● OTHER · relevance 100%
no public price
VKLP
● OTHER · relevance 72%
no public price
contextspy
● OTHER · relevance 69%
no public price
AgentGauntlet
● OTHER · relevance 66%
no public price
AAgents2Ranked by relevance
Sentinel Scan
● AGENT · relevance 73%
no public price
minicline
● AGENT · relevance 65%
no public price
PPlatforms4Ranked by relevance
parea_ai
● PLATFORM · relevance 71%
no Pro plan
entry $150/mo
DeepOpinion
● PLATFORM · relevance 68%
no Pro plan
entry $199/mo
Orq.ai
● PLATFORM · relevance 65%
$35/mo Pro
+9% vs Pro median
agenta
● PLATFORM · relevance 65%
$29/mo Pro
-9% vs Pro median
FFrameworks20Ranked by relevance
openai_agents
● FRAMEWORK · relevance 71%
no public price
orion_os
● FRAMEWORK · relevance 70%
no public price
mindcache
● FRAMEWORK · relevance 70%
no public price
bioma_framework
● FRAMEWORK · relevance 68%
no public price
noema_declarative_ai
● FRAMEWORK · relevance 68%
no public price
prompt_decorators
● FRAMEWORK · relevance 68%
no public price
Guardrails AI
● FRAMEWORK · relevance 68%
no public price
TrueForge
● FRAMEWORK · relevance 68%
no public price
sema_lang
● FRAMEWORK · relevance 67%
no public price
sentinel_ai
● FRAMEWORK · relevance 67%
no public price
lycheemem
● FRAMEWORK · relevance 66%
no public price
widemem
● FRAMEWORK · relevance 66%
no public price
coexist_ai
● FRAMEWORK · relevance 66%
no public price
giulia
● FRAMEWORK · relevance 66%
no public price
gui_agent_harness
● FRAMEWORK · relevance 65%
no public price
alphatrion
● FRAMEWORK · relevance 65%
no public price
matrices
● FRAMEWORK · relevance 65%
no public price
Letta
● FRAMEWORK · relevance 64%
$20/mo Pro
geck
● FRAMEWORK · relevance 64%
no public price
deepeval
● FRAMEWORK · relevance 64%
no public price
MMCP servers17Ranked by relevance
DC
dcl_trust_oracle
● MCP · relevance 70%
no public price
CouchLoop EQ
● MCP · relevance 70%
no public price
brainmem
● MCP · relevance 69%
no public price
mcp_python_interpreter
● MCP · relevance 68%
no public price
lmstudio_toolpack
● MCP · relevance 67%
no public price
daftari
● MCP · relevance 67%
no public price
mirror_mcp
● MCP · relevance 67%
no public price
OM
omi_mcp
● MCP · relevance 66%
no Pro plan
entry $10/mo
Prompt Injection Scanner MCP - LLM Security Testing
● MCP · relevance 66%
$25/mo Pro
matlabmcp
● MCP · relevance 65%
no public price
anansi
● MCP · relevance 65%
no public price
Needle
● MCP · relevance 64%
no public price
macos_tools_mcp
● MCP · relevance 64%
no public price
LLM Collaboration Blackboard
● MCP · relevance 64%
no public price
Patina
● MCP · relevance 64%
no public price
Nexus Browser MCP
● MCP · relevance 64%
no public price
copal
● MCP · relevance 64%
no public price
AAPIs3Ranked by relevance
TradingAgents
● API · relevance 67%
no Pro plan
entry $49/mo
opentools
● API · relevance 67%
no public price
AgentOps
● API · relevance 66%
$40/mo Pro

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.