Benchmarks

Astra’s published scores, with the testing conditions that matter.

Sources checked . Lab-reported results are labeled.

GPT-6 Astra

  • Agents' Last Exam

    Complete professional projects in real software, judged against expert deliverables.

    Launch evaluation; do not compare directly with the public leaderboard’s full-task pass rate.

    GPT-6 Astra · 3 Sep 2026 · lab-reported · OpenAI launch results

    59.3%
    reported score
  • OSWorld 2.0

    Carry out multistep work in desktop and browser applications.

    Offline set v2026.08.08. Partial credit is not the same as completing every step of a task.

    GPT-6 Astra · 3 Sep 2026 · lab-reported · OpenAI launch results

    72.6%
    partial-credit score
  • Terminal-Bench 4.0

    Solve tasks using a terminal, real tools, and software environments.

    Published leaderboard result: 58.2% ±2.8. The model and agent setup are evaluated together.

    GPT-6 Astra (max) · Codex · 3 Sep 2026 · Terminal-Bench leaderboard

    58.2%
    tasks resolved
  • FrontierMath Erdős

    Prove or disprove open Erdős problems with verified Lean proofs.

    One attempt per problem, with a $300 budget and 72-hour limit. Higher-budget follow-ups are separate.

    GPT-6 Astra (pre-release) · Epoch AI · Epoch AI

    3%
    2 of 68 problems
  • ARC-AGI-3

    Explore unfamiliar games, infer their rules, and learn to solve them.

    99.9% with the Provider Adapter at high effort. The two setups manage context differently; neither proves AGI.

    GPT-6 Astra (max) · standard harness · Sep 2026 · ARC Prize

    62.7%
    standard setup
  • FrontierMath Tier 4 (v2)

    Research-level mathematics.

    GPT-6 Astra · 3 Sep 2026 · lab-reported · OpenAI launch results

    97.6%
    v2 score
  • GPQA Diamond

    Graduate-level science questions.

    GPT-6 Astra · 3 Sep 2026 · lab-reported · OpenAI launch results

    96%
    accuracy
  • ARC-AGI-1

    Infer abstract rules from examples of grid puzzles.

    GPT-6 Astra (high / xhigh) · Sep 2026 · ARC Prize

    98.5%
    verified score
  • ARC-AGI-2

    A harder generation of abstract-reasoning grid puzzles.

    GPT-6 Astra (max) · Sep 2026 · ARC Prize

    95%
    verified score

No published Astra result

  • METR Time Horizon

    Task difficulty in human work hours, at a predicted 50% success rate on software tasks.

    No published Astra estimate. METR flags estimates above 16 hours as unreliable with its current suite. This is human task time, not agent runtime.

    Claude Mythos Preview (early) · published 8 May 2026 · METR

    ~17.4 hrs50% success estimate
  • SWE-bench Pro

    Fix real software issues so hidden tests pass.

    No Astra result listed on Scale’s public leaderboard. This is the highest listed score in that evaluation setup.

    Muse Spark 1.1 · mini-SWE-agent · public leaderboard · Scale SEAL

    61.5%
    tasks resolved