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Nova 2.0 Pro Preview (medium)

Amazon · released 2025-11-27 · 0 offers

Output 120 tokens/sFirst token 14 sContext 256K tokens

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Composite

2 of 7 inputs6 radar axes: DesignArena's two boards share one

34.7

AA CodingCoding Agent v1.4AA IntelligenceAA AgenticEpoch ECISoftware ECIDesignArenaAA Coding: percentile 40AA Intelligence: percentile 59

AA Coding 34.0Coding Agent v1.4 AA Intelligence 14.2AA Agentic Epoch ECI Software ECI DesignArena —/—

Radar: percentile among all models measured on each input; a gap means not measured.

Benchmark sheet

13 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.

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Agentic

  • GDPval-AA v228630 Elo

    GDPval-AA v2 v2 · Published board — Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness.

  • Terminal-Bench Hard (AA)6524.2%

    Terminal-Bench Hard (AA) pinned revision 74221fb · Published board — Tests a pinned 44-task hard subset of terminal-based work using Terminus 2.

  • Terminal-Bench v2.1 (AA)3429.6%

    Terminal-Bench v2.1 (AA) v2.1 · Published board — Tests terminal-based work on the 89-task verified refresh using Terminus 2.

Coding

  • AA Coding Index4034.0

    AA Coding Index published 2026-09-19 · Published board — Artificial Analysis publishes this board without a version number; we keep the date each result was retained.

Instruction-following

Knowledge

Long-context

  • AA-LCR v1.15964.0%

    AA-LCR v1.1 v1.1 · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.

  • MLCR-AA163.9%

    MLCR-AA published 2026-09-10 · Published board — Tests medical-record synthesis and reasoning across long, fragmented case documents.

Math

  • AIME 2025 (AA) v20258889.0%

    AIME 2025 (AA) v2025 · Published board — Advanced mathematical problem solving on AIME I and II 2025.

Reasoning

Science

Tool-use

Vision

Unusual results

1 threshold-crossing signal flagged · 15 eligible benchmark families

How flags are calculated

Heuristic screen, not statistical significance: benchmark families are correlated and source uncertainty is unknown. Peer evidence needs ≥ 20 independently measured matched configurations from ≥ 10 distinct model families. A flag needs a directed population z-score of magnitude ≥ 1.5 and a gap of ≥ 1.5 from the leave-one-benchmark-family-out mean z in the same direction, over ≥ 5 other benchmark families.

  • unusually strong IFBench (AA single-turn) published 2026-09-10
    Why
    Observed: 0.79048 fraction
    Peer mean 0.48006 · peer sd 0.17139 · n 450 · families 331
    Directed z 1.811 · baseline z -0.01 · gap 1.821 · profile n 14
    0.79048 fractionmeasuredobserved 2026-09-10artificialanalysis.ai
    Evidence
    Axis: IFBench (AA single-turn) · published 2026-09-10 · Published board
    Exact value: 0.790476190476191 fraction
    Observed: 2026-09-10T21:47:16.627Z · publication date: not recorded
    Observation id: aa:0d94dc87-12c8-4d4a-8d99-804ce3f17bc2:ifbench
Missing coverage · 130 benchmark versions

No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.

Variants / reasoning settings

Artificial Analysis snapshot 2026-09-19 · Data: Artificial Analysis · Data: Epoch AI (CC BY)

VariantAA CodingAA Intelligence
Nova 2.0 Pro Preview (medium)34.014.2
Nova 2.0 Pro Preview (low)25.912.8
Nova 2.0 Pro Preview (Non-reasoning)20.910.0
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Nova 2.0 Pro Preview (medium) — benchmarks & cost | Benchmark Heaven