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Market around TestTrout

Open-source testing assistant for AI-built applications. It scans repositories and deployments, identifies untested areas, generates and runs tests, and reports failures. Usable as a standalone app or through MCP with coding agents.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
TestTrout · Pro
No Pro plan
—
Pro-agent median
$19.5
across 4 priced agents
vs Pro agents
No comparison
TestTrout doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
79th pctile
293 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$19.5/mo
4 priced · $7.9–$34 mid 50%
MCP servers · Pro median
$19/mo
1 priced · $19–$19 mid 50%
APIs · Pro median
$47/mo
2 priced · $33–$61 mid 50%
Platforms · Pro median
$24.17/mo
7 priced · $11.67–$44.5 mid 50%
Price spectrum · Pro plans · 10 of 18 providers priced · log scale · $1.58 → $69/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)TestTrout has no comparable Pro price — not plotted

Products in this market

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

AAgents19Ranked by relevance
TestTroutthis listing
● AGENT · relevance 100%
no public price
virtualworkforce_qa_copilot
● AGENT · relevance 81%
$1.58/mo Pro
-92% vs Pro median
tusk
● AGENT · relevance 80%
no Pro plan
entry $50/mo
f5_ai_red_team
● AGENT · relevance 80%
no public price
abstracta_copilot
● AGENT · relevance 79%
no public price
FetchCoder V2
● AGENT · relevance 79%
no public price
ogoron
● AGENT · relevance 78%
no public price
stably
● AGENT · relevance 78%
no Pro plan
entry $60/mo
Mazdek Quality Assurance Agent
● AGENT · relevance 78%
no public price
operative
● AGENT · relevance 77%
$29/mo Pro
+49% vs Pro median
stackhawk_wingman
● AGENT · relevance 77%
no Pro plan
entry $10/mo
perfai_security
● AGENT · relevance 75%
$49/mo Pro
+151% vs Pro median
stealthnet_ai
● AGENT · relevance 74%
no Pro plan
entry $833/mo
IBM Bob
● AGENT · relevance 74%
no public price
qa_sphere
● AGENT · relevance 74%
no public price
refact_ai_2
● AGENT · relevance 74%
$10/mo Pro
-49% vs Pro median
cairn_2
● AGENT · relevance 74%
no public price
Evo
● AGENT · relevance 74%
no Pro plan
entry $25/mo
GitHub Copilot
● AGENT · relevance 74%
no public price
MMCP servers12Ranked by relevance
bugagent_mcp
● MCP · relevance 80%
no public price
opentester
● MCP · relevance 77%
no public price
architect_to_product
● MCP · relevance 77%
no public price
mk_family
● MCP · relevance 76%
no public price
AI Web Tester
● MCP · relevance 76%
no public price
Mimiq
● MCP · relevance 75%
no Pro plan
entry $29/mo
Octomind MCP Server
● MCP · relevance 75%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 75%
no public price
SeedBase
● MCP · relevance 74%
$19/mo Pro
CreateOS MCP
● MCP · relevance 74%
custom quote Pro
not monthly-comparable
iam_policy_autopilot
● MCP · relevance 74%
no public price
mockserver
● MCP · relevance 73%
no public price
FFrameworks6Ranked by relevance
langwatch
● FRAMEWORK · relevance 78%
no Pro plan
entry $34/mo
agentspec
● FRAMEWORK · relevance 76%
no public price
niceeval
● FRAMEWORK · relevance 75%
no public price
agent_device
● FRAMEWORK · relevance 75%
no public price
aimock
● FRAMEWORK · relevance 74%
no public price
factorly
● FRAMEWORK · relevance 74%
no public price
PPlatforms10Ranked by relevance
agentsproof
● PLATFORM · relevance 78%
$24.17/mo Pro
0% vs Pro median
monkeycode_ai
● PLATFORM · relevance 77%
$15/mo Pro
-38% vs Pro median
Functionize AI Test Automation
● PLATFORM · relevance 76%
$1.67/mo Pro
-93% vs Pro median
tracely
● PLATFORM · relevance 76%
no public price
agent_ci
● PLATFORM · relevance 75%
no public price
Agentic Evaluation Platform
● PLATFORM · relevance 75%
no public price
agentleak
● PLATFORM · relevance 74%
no public price
lakera_red
● PLATFORM · relevance 74%
no public price
scope
● PLATFORM · relevance 74%
no public price
ai_testing_agent_amp_automatio
● PLATFORM · relevance 73%
$69/mo Pro
+185% vs Pro median
OOther2Ranked by relevance
prodlint
● OTHER · relevance 76%
no public price
agentevals_via_github
● OTHER · relevance 74%
no public price
AAPIs1Ranked by relevance
open_code_review
● API · relevance 74%
$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.