Market around DistDebug-Bench

A benchmark for evaluating coding agents on diagnosing distributed-system failures. It provides 120 real incidents from 11 production systems and scores whether agents identify the causal code blocks behind each failure.

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Prices and medians update for the tier you select.

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DistDebug-Bench · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

DistDebug-Bench doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

18th pctile

20 competing vendors

Comparable listings · 30d

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MCP servers · Pro median

$79/mo

3 priced · —–— mid 50%

Price spectrum · Pro plans · 6 of 9 providers priced · log scale · $6 → $249/mo

MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)DistDebug-Bench has no comparable Pro price — not plotted

Products in this market

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

OOther7Ranked by similarity

DistDebug-Benchthis listing

MMCP servers3Ranked by similarity

PPlatforms3Ranked by similarity

three.dev

● PLATFORM71% similar

$249/mo Pro

SelfBench

● PLATFORM71% similar

no public price

SelfBench

● PLATFORM70% 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.