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Market around ALPNAI

An MCP server for evaluating AI agent performance, including cost per success, latency, retries, and quality. It provides tools for audits, comparisons, evidence, reports, and project automation.

Visit alpnai.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
ALPNAI · Pro
No Pro plan
—
Pro-provider median
$97
across 4 priced providers
vs Pro providers
No comparison
ALPNAI doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
77th pctile
297 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$64/mo
4 priced · $44–$122 mid 50%
Platforms · Pro median
$49.5/mo
6 priced · $25.38–$91.75 mid 50%
Other · Pro median
$97/mo
4 priced · $91.25–$149 mid 50%
Price spectrum · Pro plans · 13 of 16 providers priced · log scale · $19.99 → $400/mo
Agents MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)ALPNAI has no comparable Pro price — not plotted

Products in this market

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

OOther13Ranked by similarity
ALPNAIthis listing
● OTHER
no public price
agentevals_via_github
● OTHER80% similar
no public price
tuneloop
● OTHER78% similar
no public price
clawbench
● OTHER77% similar
no public price
aws-bench
● OTHER77% similar
no public price
kalytera
● OTHER77% similar
no Pro plan
entry $49/mo
Agent Lightning
● OTHER76% similar
no public price
Agentistics
● OTHER76% similar
no public price
voker
● OTHER75% similar
$80/mo Pro
-18% vs Pro median
greenbookorg
● OTHER75% similar
no public price
productresearchskill
● OTHER74% similar
no public price
clawmetry
● OTHER74% similar
$95/mo Pro
-2% vs Pro median
Agentic.ai
● OTHER74% similar
$99/mo Pro
+2% vs Pro median
PPlatforms9Ranked by similarity
Papaya
● PLATFORM81% similar
no Pro plan
entry $500/mo
agentsproof
● PLATFORM79% similar
$24.17/mo Pro
-51% vs Pro median
bottrade
● PLATFORM78% similar
$19.99/mo Pro
-60% vs Pro median
litefuse
● PLATFORM78% similar
$199/mo Pro
+302% vs Pro median
agentwatch_2
● PLATFORM78% similar
no Pro plan
entry $49/mo
Agentic Evaluation Platform
● PLATFORM77% similar
no public price
agent_eval_harness
● PLATFORM75% similar
no public price
ctf_agent_benchmark
● PLATFORM75% similar
no public price
Traccia
● PLATFORM74% similar
$99/mo Pro
+100% vs Pro median
MMCP servers20Ranked by similarity
evalgate_mcp
● MCP79% similar
no public price
Tickerr Live Status
● MCP78% similar
no public price
aidemos_mcp
● MCP77% similar
no public price
Tool Directory MCP Server
● MCP77% similar
no public price
Agents @Kopern.ai
● MCP76% similar
$79/mo Pro
+23% vs Pro median
cpp-analysis-mcp
● MCP76% similar
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP76% similar
no public price
oaia
● MCP75% similar
no public price
somm
● MCP75% similar
no public price
cold-run
● MCP75% similar
no public price
mcp-token-saver
● MCP75% similar
$250/mo Pro
+291% vs Pro median
Strategy Lab
● MCP75% similar
no public price
AgentCrush
● MCP74% similar
$29/mo Pro
-55% vs Pro median
Octomind MCP Server
● MCP74% similar
no public price
Code Analysis MCP
● MCP74% similar
no public price
tani
● MCP74% similar
no public price
rigor
● MCP74% similar
no public price
codingbuddy
● MCP74% similar
no public price
Httpstatus MCP
● MCP74% similar
no public price
RightAIChoice MCP Server
● MCP74% similar
$49/mo Pro
-23% vs Pro median
FFrameworks5Ranked by similarity
agentspec
● FRAMEWORK77% similar
no public price
niceeval
● FRAMEWORK77% similar
no public price
evalmonkey
● FRAMEWORK76% similar
no public price
bound
● FRAMEWORK74% similar
no public price
Understudy
● FRAMEWORK74% similar
no public price
AAPIs1Ranked by similarity
Agent Observability
● API76% similar
$50/mo Pro
AAgents2Ranked by similarity
The Context Company
● AGENT76% similar
$400/mo Pro
skill_evolution
● AGENT74% 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.