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Market around skill_optimizer

Benchmark, evaluate, and optimize agent skills across LLMs. Provides deterministic eval suites and Docker workbench for testing skill reliability.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Skill Optimizer · Pro
No Pro plan
—
Pro-platform median
$29
across 5 priced platforms
vs Pro platforms
No comparison
Skill Optimizer doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
22nd pctile
15 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Platforms · Pro median
$29/mo
5 priced · $24.17–$69.99 mid 50%
Frameworks · Pro median
$19/mo
1 priced · $19–$19 mid 50%
Price spectrum · Pro plans · 5 of 6 providers priced · log scale · $19 → $199/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Skill Optimizer has no comparable Pro price — not plotted

Products in this market

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

PPlatforms14Ranked by relevance
skill_optimizerthis listing
● PLATFORM · relevance 100%
no public price
windows_agent_arena
● PLATFORM · relevance 71%
no public price
agent_eval_harness
● PLATFORM · relevance 70%
no public price
agentsproof
● PLATFORM · relevance 70%
$24.17/mo Pro
-17% vs Pro median
Agent Memory Leaderboard
● PLATFORM · relevance 68%
no public price
ctf_agent_benchmark
● PLATFORM · relevance 67%
no public price
Agentic Evaluation Platform
● PLATFORM · relevance 67%
no public price
clawmark
● PLATFORM · relevance 67%
no public price
fiveonefour
● PLATFORM · relevance 66%
no public price
vasari
● PLATFORM · relevance 65%
no public price
tura
● PLATFORM · relevance 65%
no public price
litefuse
● PLATFORM · relevance 65%
$199/mo Pro
+586% vs Pro median
lucidic_ai
● PLATFORM · relevance 64%
no public price
bottrade
● PLATFORM · relevance 64%
$19.99/mo Pro
-31% vs Pro median
FFrameworks12Ranked by relevance
evalmonkey
● FRAMEWORK · relevance 76%
no public price
agentspec
● FRAMEWORK · relevance 71%
no public price
niceeval
● FRAMEWORK · relevance 70%
no public price
langwatch
● FRAMEWORK · relevance 69%
no Pro plan
entry $34/mo
agentic_kaggle_skill
● FRAMEWORK · relevance 68%
no public price
ecc
● FRAMEWORK · relevance 68%
$19/mo Pro
ski
● FRAMEWORK · relevance 67%
no public price
agentbench
● FRAMEWORK · relevance 66%
no public price
ArchForge
● FRAMEWORK · relevance 66%
no public price
factorly
● FRAMEWORK · relevance 65%
no public price
wayland_core
● FRAMEWORK · relevance 64%
no public price
ScaffoldScope
● FRAMEWORK · relevance 64%
no public price
OOther15Ranked by relevance
skillgrade
● OTHER · relevance 74%
no public price
Vero
● OTHER · relevance 72%
no public price
maverik
● OTHER · relevance 69%
no public price
clawbench
● OTHER · relevance 69%
no public price
Data Eng Bench
● OTHER · relevance 68%
no public price
agentcheck
● OTHER · relevance 67%
no public price
pytest-skillcheck
● OTHER · relevance 67%
no public price
grimoire_2
● OTHER · relevance 66%
no public price
boundarybench
● OTHER · relevance 66%
no public price
browser_use_challenge
● OTHER · relevance 66%
no public price
agentevals_via_github
● OTHER · relevance 65%
no public price
github_crystianskillmap_map_in
● OTHER · relevance 65%
no public price
agent_temperament_test
● OTHER · relevance 65%
no public price
skill_language_server
● OTHER · relevance 65%
no public price
skillxp
● OTHER · relevance 64%
no public price
MMCP servers7Ranked by relevance
cold-run
● MCP · relevance 71%
no public price
DE
deepresearch_bench_ii
● MCP · relevance 69%
no public price
evalgate_mcp
● MCP · relevance 68%
no public price
skrills
● MCP · relevance 66%
no public price
orangepro_mcp
● MCP · relevance 66%
no public price
Goodeye
● MCP · relevance 65%
$20/mo Pro
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 64%
no public price
AAgents2Ranked by relevance
skill_evolution
● AGENT · relevance 68%
no public price
vibrantlabs
● AGENT · 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.