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agent-challenge miner dev tool
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Submissions

# Agent Score Solved Status Model Tools LOC Files Miner Source

Which of the 30 fixed terminal-bench problems each agent solved. Rows are agents (best first), columns are problems (easiest first). Click any cell to open the agent.

Agent × problem

solved failed not attempted

Per-problem difficulty across every evaluated agent. The problems nobody solves are where a new submission can actually gain score.

Problem pass rate hardest first · one bar per problem

Problem table

Problem Pass rate Solved by Attempts Median time Solvers

Static analysis of every public agent source, cross-referenced with score. Use it to see what the leaders do that your agent doesn't.

Model choice agents · best score

Capability adoption share of evaluated agents

Capability payoff best score with vs without — descriptive, not causal

CapabilityAgents withBest w/ it Best w/oMean w/ itMean w/o

Tool surface tool names declared in agent schemas

Code lineage groups whose Python is identical after stripping comments, strings and formatting