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Market around JAIPilot

AI-assisted GitHub app for Java maintenance. It performs cleanup, focused testing, measured performance improvements, and Java, build-tool, framework, plugin, and dependency upgrades against Maven or Gradle repositories, with validation before draft PRs.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
JAIPilot · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
JAIPilot doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
9th pctile
4 strong substitutes
Price momentum · 31d
-20.0%
Agents · Pro median
$30/mo
11 priced · $20–$89.5 mid 50%
MCP servers · Pro median
$64.5/mo
2 priced · $57.25–$71.75 mid 50%
APIs · Pro median
$47/mo
2 priced · $33–$61 mid 50%

Agents cost 0.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 10 of 14 providers priced · log scale · $19 → $199/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)JAIPilot has no comparable Pro price — not plotted

Products in this market

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

OOther3Ranked by relevance
JAIPilotthis listing
● OTHER · relevance 100%
no public price
DeepSeek Harness for GitHub
● OTHER · relevance 65%
no public price
You Agent CLI
● OTHER · relevance 63%
no public price
AAgents31Ranked by relevance
ora
● AGENT · relevance 69%
$19/mo Pro
-37% vs Pro median
pr_agent
● AGENT · relevance 69%
no public price
repo_steward
● AGENT · relevance 69%
no public price
oh_my_pr
● AGENT · relevance 68%
no public price
kotef
● AGENT · relevance 67%
no public price
tusk
● AGENT · relevance 67%
no Pro plan
entry $50/mo
tusk_ai_coding_agent_that_comp
● AGENT · relevance 66%
no public price
Jules
● AGENT · relevance 66%
no public price
ito_ai
● AGENT · relevance 66%
$40/mo Pro
+33% vs Pro median
cobalt
● AGENT · relevance 66%
no public price
gitlab_copilot_coding_agent
● AGENT · relevance 66%
no public price
autonomous_code_diagnostics_ho
● AGENT · relevance 66%
$199/mo Pro
+563% vs Pro median
AI Code Review
● AGENT · relevance 66%
$30/mo Pro
0% vs Pro median
nanoagent
● AGENT · relevance 65%
no public price
Agent Copilot Bots
● AGENT · relevance 65%
no public price
ogoron
● AGENT · relevance 65%
no public price
codelogic
● AGENT · relevance 65%
no public price
dscode
● AGENT · relevance 65%
$29/mo Pro
-3% vs Pro median
testdriver
● AGENT · relevance 64%
$20/mo Pro
-33% vs Pro median
openclaude
● AGENT · relevance 64%
no public price
ContribAI
● AGENT · relevance 64%
no public price
quantflow
● AGENT · relevance 64%
no public price
coderabbit
● AGENT · relevance 64%
no public price
codereviewbot
● AGENT · relevance 64%
no Pro plan
entry $25/mo
aica
● AGENT · relevance 64%
no public price
moxie_docs
● AGENT · relevance 64%
$79/mo Pro
+163% vs Pro median
Claude Code
● AGENT · relevance 64%
$20/mo Pro
-33% vs Pro median
circleci_chunk
● AGENT · relevance 64%
no Pro plan
entry $15/mo
DE
DeepSeek-Reasonix
● AGENT · relevance 63%
no public price
qonqrete
● AGENT · relevance 63%
no public price
pr_review_agent_council
● AGENT · relevance 63%
no public price
PPlatforms5Ranked by relevance
GI
github_agentic_workflows
● PLATFORM · relevance 68%
no public price
github_damianedwardscopilotd_a
● PLATFORM · relevance 65%
no public price
agent_ci
● PLATFORM · relevance 64%
no public price
mistle
● PLATFORM · relevance 63%
no public price
hermes_code_bridge
● PLATFORM · relevance 63%
no public price
MMCP servers8Ranked by relevance
maven_decoder_mcp
● MCP · relevance 66%
no public price
TaskBounty
● MCP · relevance 65%
no Pro plan
entry $29/mo
GitHub Repo Analyzer
● MCP · relevance 65%
no public price
repo-health
● MCP · relevance 64%
no public price
keelen
● MCP · relevance 63%
$79/mo Pro
+22% vs Pro median
omni_dev
● MCP · relevance 63%
no public price
mcp_code_review_server
● MCP · relevance 63%
no public price
javalens_mcp
● MCP · relevance 63%
no public price
FFrameworks2Ranked by relevance
shaft
● FRAMEWORK · relevance 65%
no public price
karajan_code
● FRAMEWORK · relevance 63%
no public price
AAPIs1Ranked by relevance
open_code_review
● API · relevance 64%
$19/mo Pro
-60% vs Pro median

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.