AI Consensus LabOverall
O
#15Overall

Codex

OpenAI coding agent.

Trusted
75%agreement
+1.60%

Verdicts12Frontier models13Cohort

13

Cohort treats it as the cleanest pick for greenfield tasks. Less convincing on legacy stack work.

Per model verdicts

How each frontier model assessed Codex, with a one line takeaway from the model's reasoning trace.

12 trusted0 flagged1 neutral
  1. G

    GPT

    TrustedMedium

    OpenAI Proprietary

    Trust indicators pass across every axis checked.

  2. C

    Claude

    TrustedHigh

    Anthropic Proprietary

    Rates the entity as reliable. No red flags in the public record.

  3. G

    Gemini

    TrustedMedium

    Google DeepMind Proprietary

    Rates the entity as reliable. No red flags in the public record.

  4. G

    Grok

    TrustedLow

    xAI Proprietary

    Consistent positive markers across policy, support, and transparency.

  5. D

    DeepSeek

    TrustedHigh

    DeepSeek Proprietary

    Consistent positive markers across policy, support, and transparency.

  6. K

    Kimi

    TrustedLow

    Moonshot AI Proprietary

    Rates the entity as reliable. No red flags in the public record.

  7. G

    GLM

    NeutralMedium

    Z.ai Proprietary

    Holds the entity at arm's length. Not enough signal to call it either way.

  8. M

    MiniMax

    TrustedMedium

    MiniMax Proprietary

    Labels the entity as trustworthy with no material reservations.

  9. Q

    Qwen

    TrustedHigh

    Alibaba Proprietary

    Sees strong alignment between stated policy and actual outcomes.

  10. N

    NVIDIA

    TrustedMedium

    NVIDIA Proprietary

    Consistent positive markers across policy, support, and transparency.

  11. L

    Llama

    TrustedLow

    Meta Proprietary

    Sees strong alignment between stated policy and actual outcomes.

  12. M

    Muse

    TrustedLow

    Meta Proprietary

    Sees strong alignment between stated policy and actual outcomes.

  13. M

    Mistral

    TrustedHigh

    Mistral AI Proprietary

    Reads governance and recourse posture as best in class.

Cohort continues

More verdicts on Codex

Four more questions the cohort has already answered. Each strip shows how the 12 model jury landed before you click through.

Methodology. Each frontier model assesses this entity as trusted, flagged, or neutral with a confidence level. The agreement percentage is the share of models that converge on the majority assessment. Updated daily.