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Market around Agent Crucible

Python CLI for reproducible A/B testing, benchmarking, validation, and regression testing of Agent Skills with deterministic assertions, confidence intervals, cost estimates, and per-task result reporting.

Visit pypi.org ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Agent Crucible · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Agent Crucible doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
36th pctile
37 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$29/mo
1 priced · $29–$29 mid 50%
Platforms · Pro median
$29/mo
3 priced · $26.59–$114 mid 50%
Frameworks · Pro median
$19/mo
1 priced · $19–$19 mid 50%
Price spectrum · Pro plans · 4 of 5 providers priced · log scale · $19 → $199/mo
Agents Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Agent Crucible has no comparable Pro price — not plotted

Products in this market

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

OOther11Ranked by relevance
Agent Cruciblethis listing
● OTHER · relevance 100%
no public price
skillgrade
● OTHER · relevance 79%
no public price
Harness Lab
● OTHER · relevance 76%
no public price
pytest-skillcheck
● OTHER · relevance 76%
no public price
agentcheck
● OTHER · relevance 75%
no public price
skillxp
● OTHER · relevance 71%
no public price
grimoire_2
● OTHER · relevance 71%
no public price
reprospan
● OTHER · relevance 71%
no public price
Agent Lightning
● OTHER · relevance 70%
no public price
Toolbay Stack
● OTHER · relevance 69%
no public price
agentevals_via_github
● OTHER · relevance 68%
no public price
FFrameworks20Ranked by relevance
evalmonkey
● FRAMEWORK · relevance 78%
no public price
agentbench
● FRAMEWORK · relevance 74%
no public price
niceeval
● FRAMEWORK · relevance 73%
no public price
agentspec
● FRAMEWORK · relevance 72%
no public price
ski
● FRAMEWORK · relevance 71%
no public price
open_skills_2
● FRAMEWORK · relevance 70%
no public price
ecc
● FRAMEWORK · relevance 70%
$19/mo Pro
langwatch
● FRAMEWORK · relevance 70%
no Pro plan
entry $34/mo
skillfoundry
● FRAMEWORK · relevance 69%
no public price
Understudy
● FRAMEWORK · relevance 69%
no public price
skillgarden
● FRAMEWORK · relevance 69%
no public price
Keystone CLI
● FRAMEWORK · relevance 69%
no public price
ArchForge
● FRAMEWORK · relevance 69%
no public price
agentic_kaggle_skill
● FRAMEWORK · relevance 69%
no public price
AI DevKit
● FRAMEWORK · relevance 69%
no public price
access_github
● FRAMEWORK · relevance 68%
no public price
bound
● FRAMEWORK · relevance 68%
no public price
ScaffoldScope
● FRAMEWORK · relevance 68%
no public price
agenttrustops
● FRAMEWORK · relevance 68%
no public price
skillport
● FRAMEWORK · relevance 67%
no public price
PPlatforms7Ranked by relevance
skill_optimizer
● PLATFORM · relevance 77%
no public price
agentsproof
● PLATFORM · relevance 73%
$24.17/mo Pro
-17% vs Pro median
agentic_ai_2
● PLATFORM · relevance 73%
no public price
fiveonefour
● PLATFORM · relevance 72%
no public price
agent_eval_harness
● PLATFORM · relevance 70%
no public price
morphmind
● PLATFORM · relevance 68%
no public price
litefuse
● PLATFORM · relevance 68%
$199/mo Pro
+586% vs Pro median
MMCP servers8Ranked by relevance
vinvai
● MCP · relevance 74%
no public price
cold-run
● MCP · relevance 71%
no public price
skrills
● MCP · relevance 71%
no public price
evalgate_mcp
● MCP · relevance 71%
no public price
Octomind MCP Server
● MCP · relevance 70%
no public price
AI Web Tester
● MCP · relevance 69%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 68%
no public price
mcp_tools_py
● MCP · relevance 67%
no public price
AAgents3Ranked by relevance
skill_evolution
● AGENT · relevance 70%
no public price
hamming_ai_enterprise_voice_ag
● AGENT · relevance 67%
no public price
operative
● AGENT · relevance 67%
$29/mo Pro
AAPIs1Ranked by relevance
synth
● API · relevance 68%
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.