AI Progress Tracker

    Gemini 3.1 Flash Lite · gemini-3.1-flash-lite

    Google · 3 Mar 2026

    Ask the Advisor about this model
    81from 4
    benchmarks

    Not yet confirmed by public reporting. A reported malicious npm campaign concerns third-party AI tooling, not a demonstrated vulnerability in Gemini 3.1 Flash Lite.

    context: 1Mtextimagevideofileaudio$0.25 / $1.50 per 1M tokens (in / out)

    Benchmark results

    Every figure links to where it was published. Compare like with like — harnesses and prompt setups differ between vendors.

    BenchmarkScoreSource
    GPQA DiamondPhD-level science questions81.8%6 Aug 2026View
    OTIS Mock AIME 2024-25Competition mathematics80%6 Aug 2026View
    LMArena TextHuman preference Elo from blind chat votes (not a percentage)1416 Elo22 Oct 2026View
    LMArena WebDevHuman preference Elo for building web apps (not a percentage)1256 Elo23 Oct 2026View

    Weighted mean of 2 verified benchmark results: GPQA Diamond 81.8%, OTIS Mock AIME 2024-25 80%.

    Capabilities

    • Not yet confirmed by public reporting.

    What improved

    • Not yet confirmed by public reporting.

    Known flaws & limitations

    • Not yet confirmed by public reporting.

    Risks, safety & security issues

    • Malicious npm packages promoted through free AI-credit offers can expose developers to information stealers and backdoors.
    • Compromised third-party agent tooling can hijack AI traffic without exploiting a vulnerability in the underlying model.

    Good fit for

    • Not yet confirmed by public reporting.

    Poor fit for

    • Not yet confirmed by public reporting.

    Profile last reviewed 10/27/2026 and re-checked automatically every few hours against the vendor's published documentation, papers and public leaderboards. Scores come from the cited benchmark results above — confirm limits and pricing against the provider's own documentation before building on them.