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

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Pro-platform median

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insufficient comparable pricing

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

32nd pctile

37 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $19 → $49/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.

PPlatforms4Ranked by similarity

Skill Optimizerthis listing

● PLATFORM

no public price

agent-evals

● PLATFORM72% similar

no public price

Windows Agent Arena

● PLATFORM71% similar

no public price

Agent Eval Harness

● PLATFORM70% similar

no public price

FFrameworks4Ranked by similarity

Agent Crucible

● FRAMEWORK77% similar

no public price

Evalmonkey

● FRAMEWORK76% similar

no public price

Agentspec

● FRAMEWORK71% similar

no public price

Niceeval

● FRAMEWORK70% similar

no public price

OOther9Ranked by similarity

Multi-Source MCP Benchmark

MMCP servers1Ranked by similarity

cold-run

● MCP71% similar

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.