AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

Model reports

SWE-Lancer

Software engineering freelancer tasks from Upwork; real-world constraints and client communication are part of the task.

Evidence available for this benchmark

This source record contains 2 numeric observations. The source distinguishes 2 model identities or configurations. A model may appear more than once; check the version, tools and run budget before comparing. Read results and row-level evidence →

Reported metric
resolved
Recorded unit
percent
Metric direction
higher is better

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Cited documents and dates (1)

Evaluation context and evidence

Source
Model reports
Publisher
Not recorded
Benchmark release
2025-02-17
Collected
Not recorded
Modality
Not recorded

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Reported results 2

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Seed2.0 Pro49.4percentas printed in Table 11 (Large Models)2026-02-14 · document_publicationSeed2.0 (Pro / Lite / Mini)
Seed2.0 Lite47.1percentas printed in Table 12 (Efficient Models)2026-02-14 · document_publicationSeed2.0 (Pro / Lite / Mini)