Benchmark·Public sample

SWE-Bench Pro

A long-horizon software-engineering benchmark built from public and proprietary repositories.

ConfirmedConfidence: high·Last verified: 2026-08-16·How verification works
Access
Public / OpenOpen source
Profile completeness 100%

What it is

SWE-Bench Pro evaluates agents on realistic software-engineering problems. The published paper reports 1,865 problems from 41 actively maintained repositories; the public dataset and leaderboard are separately accessible.

Capabilities

Only evidenced capabilities are shown as Yes. Missing evidence remains Unknown.

StatefulUnknown
Long horizonYes
Multi-turnUnknown
Multi-agentUnknown
AdversarialUnknown
MultimodalUnknown
Tool useUnknown
Browser useUnknown
Computer useUnknown
Code executionYes
File manipulationUnknown
API interactionUnknown
MCP supportUnknown
SandboxedYes
Deterministic resetUnknown
Stochastic behaviorUnknown
Human in the loopYes
Expert authoredYes
SyntheticUnknown
Production derivedUnknown
Real application replicaUnknown
Partial observabilityUnknown
Persistent stateUnknown
Cross-applicationUnknown

Sources & provenance

  1. Scale Labs · paper · accessed 2026-08-16 · confirmed
  2. Scale Labs · official · accessed 2026-08-16 · confirmed

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