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Market around agentspec

An open-source testing framework for AI agents that validates non-deterministic outputs with semantic assertions, tool-call checks, latency limits, LLM-based judging, and behavior diff reports.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
agentspec · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
agentspec doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
77th pctile
267 strong substitutes
Price momentum · 30d
+6.7%
Agents · Pro median
$64/mo
2 priced · $46.5–$81.5 mid 50%
Platforms · Pro median
$29/mo
7 priced · $22.08–$59.5 mid 50%
Price spectrum · Pro plans · 7 of 9 providers priced · log scale · $14.5 → $199/mo
Agents Platforms◻ shaded = middle 50% · line = median (all types)agentspec has no comparable Pro price — not plotted

Products in this market

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

FFrameworks14Ranked by relevance
agentspecthis listing
● FRAMEWORK · relevance 100%
no public price
evalmonkey
● FRAMEWORK · relevance 83%
no public price
niceeval
● FRAMEWORK · relevance 83%
no public price
actionrail
● FRAMEWORK · relevance 81%
no public price
bound
● FRAMEWORK · relevance 79%
no public price
langwatch
● FRAMEWORK · relevance 79%
no Pro plan
entry $34/mo
agentbench
● FRAMEWORK · relevance 79%
no public price
aimock
● FRAMEWORK · relevance 75%
no public price
cage_lite
● FRAMEWORK · relevance 75%
no public price
comprehensive_thinking_skill
● FRAMEWORK · relevance 74%
no public price
red_team_blue_team_agent_fabri
● FRAMEWORK · relevance 74%
no public price
factorly
● FRAMEWORK · relevance 73%
no public price
ai_data_analyst_agent
● FRAMEWORK · relevance 73%
no public price
actauth
● FRAMEWORK · relevance 73%
no public price
PPlatforms12Ranked by relevance
agentsproof
● PLATFORM · relevance 82%
$24.17/mo Pro
-17% vs Pro median
agent_eval_harness
● PLATFORM · relevance 81%
no public price
agentleak
● PLATFORM · relevance 78%
no public price
Agentic Evaluation Platform
● PLATFORM · relevance 78%
no public price
bottrade
● PLATFORM · relevance 76%
$19.99/mo Pro
-31% vs Pro median
matraix
● PLATFORM · relevance 76%
no public price
future_agi
● PLATFORM · relevance 76%
no public price
litefuse
● PLATFORM · relevance 75%
$199/mo Pro
+586% vs Pro median
ctf_agent_benchmark
● PLATFORM · relevance 74%
no public price
lakera_red
● PLATFORM · relevance 73%
no public price
agentic_design
● PLATFORM · relevance 73%
$14.5/mo Pro
-50% vs Pro median
promptlayer
● PLATFORM · relevance 73%
$49/mo Pro
+69% vs Pro median
OOther9Ranked by relevance
agentevals_via_github
● OTHER · relevance 79%
no public price
clawbench
● OTHER · relevance 79%
no public price
agent_temperament_test
● OTHER · relevance 78%
no public price
agentcheck
● OTHER · relevance 77%
no public price
skillgrade
● OTHER · relevance 75%
no public price
CSC Agent Guard V1
● OTHER · relevance 75%
no public price
kalytera
● OTHER · relevance 75%
no Pro plan
entry $49/mo
Prism-Eval
● OTHER · relevance 75%
no public price
reprospan
● OTHER · relevance 73%
no public price
MMCP servers8Ranked by relevance
cold-run
● MCP · relevance 78%
no public price
RuleDrift
● MCP · relevance 75%
no public price
opentester
● MCP · relevance 75%
no public price
evalgate_mcp
● MCP · relevance 74%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 74%
no public price
AI Web Tester
● MCP · relevance 74%
no public price
kaimon_jl
● MCP · relevance 73%
no public price
mithril
● MCP · relevance 73%
no public price
AAgents7Ranked by relevance
probeagent
● AGENT · relevance 77%
no public price
operative
● AGENT · relevance 76%
$29/mo Pro
-55% vs Pro median
TestTrout
● AGENT · relevance 76%
no public price
f5_ai_red_team
● AGENT · relevance 75%
no public price
comprehensive_ai_agent_capabil
● AGENT · relevance 74%
no public price
inkog
● AGENT · relevance 74%
$99/mo Pro
+55% vs Pro median
skill_evolution
● AGENT · relevance 73%
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.