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    No significant Codex harness bump observed vs. reference in Terminal-Bench 4.0, except at low effort

    ArtificialAnlys says it uses three repeats for its benchmark results. In a reply, another user asked whether the mini-swe-agent runs had vision/image tools, saying those tools made a huge difference in their own runs.

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    1 Source, 9h ago, first seen 9h ago

    TLDR

    ArtificialAnlys says its Terminal-Bench 4.0 results for the Codex and mini-swe-agent harnesses showed no significant Codex harness performance bump over its reference harness, except at the low-effort setting. It says it uses three repeats. Another user asked whether the mini-swe-agent runs had vision/image tools, which they said made a huge difference in their own runs.

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    1 Source, first seen 9h ago

    Combined views

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    1 Source, first seen 9h ago

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    1 Source

    @theo@ArtificialAnlys Do your miniswe runs have access to vision/image tools? That made a huge difference in my runs. Can move this convo to our Slack if you prefer

    1 Source

    @theo@ArtificialAnlys Do your miniswe runs have access to vision/image tools? That made a huge difference in my runs. Can move this convo to our Slack if you prefer