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FrontierSWE

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

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FrontierSWE

Source
FrontierSWE via Epoch AI
Version
v2
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Harness proximus · Aggregation Mean@5 · effort xhigh · result date not supplied

Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. Grok 4.7

    x-ai/grok-4.7-20260916

    29.5%

    View modelEvidence aggregated

  2. Grok 4.6

    x-ai/grok-4.6-20260810

    25.3%

    View modelEvidence aggregated

  3. Qwen3.8 Max (0902)

    qwen/qwen3.8-max-20260902

    17.8%

    View modelEvidence aggregated

  4. Qwen3.8 Max

    qwen/qwen3.8-max-20260803

    15.8%

    View modelEvidence aggregated

  5. Muse Spark 1.2

    meta/muse-spark-1.2-20260805

    12%

    View modelEvidence aggregated

  6. Inkling

    thinkingmachines/inkling-20260715

    4.1%

    View modelEvidence aggregated
FrontierSWE model results | VibeLeaderboard