{
  "anchors": {
    "arena_text_to_video_rating": {
      "a": 1150,
      "b": 1550,
      "direction": "higher"
    }
  },
  "as_of": "2026-11-05",
  "attributions": [
    {
      "source_id": "arena-leaderboard-dataset",
      "text": "Arena data: Arena (lmarena-ai), dataset lmarena-ai/leaderboard-dataset, https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes by Inadviser: the Arena scores (the Agent Arena IPS score and the text, text-to-image, text-to-video and search ratings) are rescaled to a 0-100 utility against fixed anchors set by Inadviser; the confidence interval and the observation or vote count are carried over; only a selection of models is shown on each board; where a board shows Arena's cost per task, it is shown unchanged. The dataset maintainers' method applies (https://arena.ai/blog/agent-arena-methodology/ for Agent Arena). Arena does not endorse Inadviser."
    }
  ],
  "board": {
    "category": "ai-text-to-video",
    "cost": {
      "kind": "metric",
      "label": "Cost of one minute of video",
      "metric": "cost_video_per_minute",
      "unit": "USD per minute of video"
    },
    "half_life_days": 30,
    "job": "Generate short video from a text prompt through a vendor's own API, and judge the model by how often people prefer its clips in blind comparisons on Arena, against what a minute of generated video costs.",
    "price_limit_days": 30,
    "products": [
      {
        "id": "gemini-omni-1-1-flash",
        "name": "gemini-omni-1.1-flash",
        "vendor": "google"
      },
      {
        "id": "gemini-omni-flash",
        "name": "gemini-omni-flash",
        "vendor": "google"
      },
      {
        "id": "flux-3-video",
        "name": "flux-3-video",
        "vendor": "bfl"
      },
      {
        "id": "grok-imagine-video-1-5-agent",
        "name": "grok-imagine-video-1.5-agent",
        "vendor": "xai"
      },
      {
        "id": "dreamina-seedance-2-0-720p",
        "name": "dreamina-seedance-2.0-720p",
        "vendor": "bytedance"
      },
      {
        "id": "wan3-0",
        "name": "wan3.0",
        "vendor": "alibaba"
      },
      {
        "id": "dreamina-seedance-2-5-720p",
        "name": "dreamina-seedance-2.5-720p",
        "vendor": "bytedance"
      },
      {
        "id": "minimax-h3",
        "name": "minimax-h3",
        "vendor": "minimax"
      },
      {
        "id": "muse-video",
        "name": "muse-video",
        "vendor": "meta"
      },
      {
        "id": "happyhorse-1-0",
        "name": "happyhorse-1.0",
        "vendor": "aorizon"
      },
      {
        "id": "sora-2-pro",
        "name": "sora-2-pro",
        "vendor": "openai"
      },
      {
        "id": "veo-3-1-audio",
        "name": "veo-3.1-audio",
        "vendor": "google"
      },
      {
        "id": "veo-3-1-audio-1080p",
        "name": "veo-3.1-audio-1080p",
        "vendor": "google"
      },
      {
        "id": "veo-3-1-fast-audio",
        "name": "veo-3.1-fast-audio",
        "vendor": "google"
      },
      {
        "id": "veo-3-1-fast-audio-1080p",
        "name": "veo-3.1-fast-audio-1080p",
        "vendor": "google"
      },
      {
        "id": "grok-imagine-video-720p",
        "name": "grok-imagine-video-720p",
        "vendor": "xai"
      }
    ],
    "question": "Which AI video model gives the most quality for the money?",
    "region": "global",
    "requirements": {},
    "slug": "ai-text-to-video",
    "title": "AI video models",
    "workload": {
      "chars_per_month": null,
      "unit_note": "Cost of one minute (60 seconds) of generated video at about 720p (768P for MiniMax), as the vendor's per-second price times 60. For Gemini Omni the vendor prices video output tokens, so the price is the page's 5,792 tokens per second of 720p video times its price per token. Audio, upscaling, extensions and failed or discarded clips are not counted. OpenAI's page says Sora 2 was shut down on 24 September 2026 and Google's page says the Veo 3.1 previews were shut down on 22 October 2026, so those models have unknown cost."
    }
  },
  "code_commit": "6585be527486036d41ec57c349ffe2a97aa8cd24",
  "decision": {
    "disqualified": [],
    "leader": "gemini-omni-1-1-flash",
    "margin": 3,
    "needed": [
      {
        "metric": "arena_text_to_video_rating",
        "need": "another independent origin or repeats",
        "product": "flux-3-video",
        "type": "narrow_interval",
        "width": 8.610158
      },
      {
        "metric": "arena_text_to_video_rating",
        "need": "another independent origin or repeats",
        "product": "gemini-omni-1-1-flash",
        "type": "narrow_interval",
        "width": 7.719314
      },
      {
        "metric": "arena_text_to_video_rating",
        "need": "another independent origin or repeats",
        "product": "gemini-omni-flash",
        "type": "narrow_interval",
        "width": 4.4772
      },
      {
        "metric": "arena_text_to_video_rating",
        "need": "another independent origin or repeats",
        "product": "grok-imagine-video-1-5-agent",
        "type": "narrow_interval",
        "width": 9.149747
      }
    ],
    "reasons": [
      {
        "code": "bounds_overlap",
        "gap": -2.375346,
        "other": "flux-3-video",
        "product": "gemini-omni-1-1-flash",
        "required": 3
      },
      {
        "code": "bounds_overlap",
        "gap": -5.266991,
        "other": "gemini-omni-flash",
        "product": "gemini-omni-1-1-flash",
        "required": 3
      },
      {
        "code": "bounds_overlap",
        "gap": -2.457725,
        "other": "grok-imagine-video-1-5-agent",
        "product": "gemini-omni-1-1-flash",
        "required": 3
      }
    ],
    "shortlist": [
      "gemini-omni-1-1-flash",
      "gemini-omni-flash",
      "flux-3-video",
      "grok-imagine-video-1-5-agent"
    ],
    "unmeasured": [],
    "verdict": "shortlist",
    "winner": null
  },
  "evidence_ids": [
    "arena-text-to-video.dreamina-seedance-2-0-720p.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.dreamina-seedance-2-5-720p.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.flux-3-video.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.gemini-omni-1-1-flash.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.gemini-omni-flash.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.grok-imagine-video-1-5-agent.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.grok-imagine-video-720p.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.happyhorse-1-0.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.minimax-h3.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.muse-video.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.sora-2-pro.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.veo-3-1-audio-1080p.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.veo-3-1-audio.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.veo-3-1-fast-audio-1080p.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.veo-3-1-fast-audio.arena_text_to_video_rating.2026-09-22",
    "arena-text-to-video.wan3-0.arena_text_to_video_rating.2026-09-22",
    "price-text-to-video.gemini-omni-1-1-flash.cost_video_per_minute.2026-11-05",
    "price-text-to-video.grok-imagine-video-720p.cost_video_per_minute.2026-11-05",
    "price-text-to-video.minimax-h3.cost_video_per_minute.2026-11-05"
  ],
  "pareto": {
    "dominated": [],
    "excluded": [
      {
        "id": "dreamina-seedance-2-0-720p",
        "reason": "unknown_cost"
      },
      {
        "id": "dreamina-seedance-2-5-720p",
        "reason": "unknown_cost"
      },
      {
        "id": "flux-3-video",
        "reason": "unknown_cost"
      },
      {
        "id": "gemini-omni-flash",
        "reason": "unknown_cost"
      },
      {
        "id": "grok-imagine-video-1-5-agent",
        "reason": "unknown_cost"
      },
      {
        "id": "happyhorse-1-0",
        "reason": "unknown_cost"
      },
      {
        "id": "muse-video",
        "reason": "unknown_cost"
      },
      {
        "id": "sora-2-pro",
        "reason": "unknown_cost"
      },
      {
        "id": "veo-3-1-audio",
        "reason": "unknown_cost"
      },
      {
        "id": "veo-3-1-audio-1080p",
        "reason": "unknown_cost"
      },
      {
        "id": "veo-3-1-fast-audio",
        "reason": "unknown_cost"
      },
      {
        "id": "veo-3-1-fast-audio-1080p",
        "reason": "unknown_cost"
      },
      {
        "id": "wan3-0",
        "reason": "unknown_cost"
      }
    ],
    "frontier": [
      "grok-imagine-video-720p",
      "minimax-h3",
      "gemini-omni-1-1-flash"
    ]
  },
  "prices": [
    {
      "confirmed": true,
      "cost": 6.0816,
      "plan_id": "price-text-to-video.gemini-omni-1-1-flash.cost_video_per_minute.2026-11-05",
      "price_expired": false,
      "product": "gemini-omni-1-1-flash",
      "retrieved_at": "2026-11-05",
      "source_url": "https://aistudio.google.com/docs/pricing",
      "unit": "USD per minute of video"
    },
    {
      "confirmed": true,
      "cost": 4.8,
      "plan_id": "price-text-to-video.minimax-h3.cost_video_per_minute.2026-11-05",
      "price_expired": false,
      "product": "minimax-h3",
      "retrieved_at": "2026-11-05",
      "source_url": "https://platform.minimax.io/docs/guides/pricing-paygo",
      "unit": "USD per minute of video"
    },
    {
      "confirmed": true,
      "cost": 3,
      "plan_id": "price-text-to-video.grok-imagine-video-720p.cost_video_per_minute.2026-11-05",
      "price_expired": false,
      "product": "grok-imagine-video-720p",
      "retrieved_at": "2026-11-05",
      "source_url": "https://docs.x.ai/docs/models",
      "unit": "USD per minute of video"
    }
  ],
  "products": [
    {
      "cost": {
        "confirmed": true,
        "cost": 6.0816,
        "currency": null,
        "flags": [],
        "plan": {
          "id": "price-text-to-video.gemini-omni-1-1-flash.cost_video_per_minute.2026-11-05",
          "retrieved_at": "2026-11-05",
          "source_id": "pricing-google-gemini-api",
          "source_url": "https://aistudio.google.com/docs/pricing"
        },
        "price_age_days": 0,
        "price_expired": false,
        "product": "gemini-omni-1-1-flash",
        "rejected": [],
        "status": "confirmed",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "gemini-omni-1-1-flash",
      "name": "gemini-omni-1.1-flash",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 95.41263,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 87.693316,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 91.552973,
            "used": [
              "arena-text-to-video.gemini-omni-1-1-flash.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1516.211892,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 7.719314
          }
        ],
        "complete": true,
        "high": 95.41263,
        "label": "ci95",
        "low": 87.693316,
        "missing": [],
        "q": 91.552973,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "gemini-omni-flash",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "gemini-omni-flash",
      "name": "gemini-omni-flash",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 92.960307,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 88.483107,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 90.721707,
            "used": [
              "arena-text-to-video.gemini-omni-flash.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1512.886829,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 4.4772
          }
        ],
        "complete": true,
        "high": 92.960307,
        "label": "ci95",
        "low": 88.483107,
        "missing": [],
        "q": 90.721707,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "flux-3-video",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "flux-3-video",
      "name": "flux-3-video",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 90.068662,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 81.458504,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 85.763583,
            "used": [
              "arena-text-to-video.flux-3-video.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1493.054333,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 8.610158
          }
        ],
        "complete": true,
        "high": 90.068662,
        "label": "ci95",
        "low": 81.458504,
        "missing": [],
        "q": 85.763583,
        "spread_unknown": []
      },
      "vendor": "bfl"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "grok-imagine-video-1-5-agent",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "grok-imagine-video-1-5-agent",
      "name": "grok-imagine-video-1.5-agent",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 90.151041,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 81.001294,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 85.576168,
            "used": [
              "arena-text-to-video.grok-imagine-video-1-5-agent.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1492.30467,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 9.149747
          }
        ],
        "complete": true,
        "high": 90.151041,
        "label": "ci95",
        "low": 81.001294,
        "missing": [],
        "q": 85.576168,
        "spread_unknown": []
      },
      "vendor": "xai"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "dreamina-seedance-2-0-720p",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "dreamina-seedance-2-0-720p",
      "name": "dreamina-seedance-2.0-720p",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 84.297833,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 80.290019,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 82.293926,
            "used": [
              "arena-text-to-video.dreamina-seedance-2-0-720p.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1479.175705,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 4.007814
          }
        ],
        "complete": true,
        "high": 84.297833,
        "label": "ci95",
        "low": 80.290019,
        "missing": [],
        "q": 82.293926,
        "spread_unknown": []
      },
      "vendor": "bytedance"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "wan3-0",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "wan3-0",
      "name": "wan3.0",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 84.732627,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 78.40437,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 81.568498,
            "used": [
              "arena-text-to-video.wan3-0.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1476.273993,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 6.328257
          }
        ],
        "complete": true,
        "high": 84.732627,
        "label": "ci95",
        "low": 78.40437,
        "missing": [],
        "q": 81.568498,
        "spread_unknown": []
      },
      "vendor": "alibaba"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "dreamina-seedance-2-5-720p",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "dreamina-seedance-2-5-720p",
      "name": "dreamina-seedance-2.5-720p",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 83.118897,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 78.847002,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 80.98295,
            "used": [
              "arena-text-to-video.dreamina-seedance-2-5-720p.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1473.931798,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 4.271895
          }
        ],
        "complete": true,
        "high": 83.118897,
        "label": "ci95",
        "low": 78.847002,
        "missing": [],
        "q": 80.98295,
        "spread_unknown": []
      },
      "vendor": "bytedance"
    },
    {
      "cost": {
        "confirmed": true,
        "cost": 4.8,
        "currency": null,
        "flags": [],
        "plan": {
          "id": "price-text-to-video.minimax-h3.cost_video_per_minute.2026-11-05",
          "retrieved_at": "2026-11-05",
          "source_id": "pricing-minimax-video",
          "source_url": "https://platform.minimax.io/docs/guides/pricing-paygo"
        },
        "price_age_days": 0,
        "price_expired": false,
        "product": "minimax-h3",
        "rejected": [],
        "status": "confirmed",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "minimax-h3",
      "name": "minimax-h3",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 79.737229,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 75.4344,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 77.585814,
            "used": [
              "arena-text-to-video.minimax-h3.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1460.343258,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 4.302829
          }
        ],
        "complete": true,
        "high": 79.737229,
        "label": "ci95",
        "low": 75.4344,
        "missing": [],
        "q": 77.585814,
        "spread_unknown": []
      },
      "vendor": "minimax"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "muse-video",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "muse-video",
      "name": "muse-video",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 80.120489,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 72.789712,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 76.4551,
            "used": [
              "arena-text-to-video.muse-video.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1455.820402,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 7.330777
          }
        ],
        "complete": true,
        "high": 80.120489,
        "label": "ci95",
        "low": 72.789712,
        "missing": [],
        "q": 76.4551,
        "spread_unknown": []
      },
      "vendor": "meta"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "happyhorse-1-0",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "happyhorse-1-0",
      "name": "happyhorse-1.0",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 72.424587,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 66.166677,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 69.295632,
            "used": [
              "arena-text-to-video.happyhorse-1-0.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1427.182528,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 6.25791
          }
        ],
        "complete": true,
        "high": 72.424587,
        "label": "ci95",
        "low": 66.166677,
        "missing": [],
        "q": 69.295632,
        "spread_unknown": []
      },
      "vendor": "aorizon"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "sora-2-pro",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "sora-2-pro",
      "name": "sora-2-pro",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 56.128925,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 52.760329,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 54.444627,
            "used": [
              "arena-text-to-video.sora-2-pro.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1367.778508,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 3.368596
          }
        ],
        "complete": true,
        "high": 56.128925,
        "label": "ci95",
        "low": 52.760329,
        "missing": [],
        "q": 54.444627,
        "spread_unknown": []
      },
      "vendor": "openai"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "veo-3-1-audio",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "veo-3-1-audio",
      "name": "veo-3.1-audio",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 57.142363,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 49.949094,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 53.545728,
            "used": [
              "arena-text-to-video.veo-3-1-audio.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1364.182913,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 7.193269
          }
        ],
        "complete": true,
        "high": 57.142363,
        "label": "ci95",
        "low": 49.949094,
        "missing": [],
        "q": 53.545728,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "veo-3-1-audio-1080p",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "veo-3-1-audio-1080p",
      "name": "veo-3.1-audio-1080p",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 55.635276,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 50.467652,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 53.051464,
            "used": [
              "arena-text-to-video.veo-3-1-audio-1080p.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1362.205856,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 5.167624
          }
        ],
        "complete": true,
        "high": 55.635276,
        "label": "ci95",
        "low": 50.467652,
        "missing": [],
        "q": 53.051464,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "veo-3-1-fast-audio",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "veo-3-1-fast-audio",
      "name": "veo-3.1-fast-audio",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 55.590246,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 50.365513,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 52.97788,
            "used": [
              "arena-text-to-video.veo-3-1-fast-audio.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1361.911519,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 5.224733
          }
        ],
        "complete": true,
        "high": 55.590246,
        "label": "ci95",
        "low": 50.365513,
        "missing": [],
        "q": 52.97788,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": false,
        "cost": null,
        "currency": null,
        "flags": [],
        "plan": null,
        "price_age_days": null,
        "price_expired": false,
        "product": "veo-3-1-fast-audio-1080p",
        "rejected": [],
        "status": "no_price",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "veo-3-1-fast-audio-1080p",
      "name": "veo-3.1-fast-audio-1080p",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 54.496583,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 49.47749,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 51.987036,
            "used": [
              "arena-text-to-video.veo-3-1-fast-audio-1080p.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1357.948146,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 5.019093
          }
        ],
        "complete": true,
        "high": 54.496583,
        "label": "ci95",
        "low": 49.47749,
        "missing": [],
        "q": 51.987036,
        "spread_unknown": []
      },
      "vendor": "google"
    },
    {
      "cost": {
        "confirmed": true,
        "cost": 3,
        "currency": null,
        "flags": [],
        "plan": {
          "id": "price-text-to-video.grok-imagine-video-720p.cost_video_per_minute.2026-11-05",
          "retrieved_at": "2026-11-05",
          "source_id": "pricing-xai-api",
          "source_url": "https://docs.x.ai/docs/models"
        },
        "price_age_days": 0,
        "price_expired": false,
        "product": "grok-imagine-video-720p",
        "rejected": [],
        "status": "confirmed",
        "unconfirmed_plans": [],
        "unit": "USD per minute of video",
        "workload_chars": null
      },
      "id": "grok-imagine-video-720p",
      "name": "grok-imagine-video-720p",
      "quality": {
        "breakdown": [
          {
            "auditable_own": false,
            "conflicts": [
              "unknown"
            ],
            "critical": true,
            "excluded": [],
            "high": 49.644839,
            "key": "arena_text_to_video_rating",
            "kind": "ci95",
            "low": 46.431605,
            "missing_reason": null,
            "origins": 1,
            "present": true,
            "u_hat": 48.038222,
            "used": [
              "arena-text-to-video.grok-imagine-video-720p.arena_text_to_video_rating.2026-09-22"
            ],
            "value": 1342.152889,
            "weight": 1,
            "weight_total": 0.180909,
            "width_contribution": 3.213234
          }
        ],
        "complete": true,
        "high": 49.644839,
        "label": "ci95",
        "low": 46.431605,
        "missing": [],
        "q": 48.038222,
        "spread_unknown": []
      },
      "vendor": "xai"
    }
  ],
  "ranking": [
    {
      "cost": 6.0816,
      "cost_confirmed": true,
      "high": 95.41263,
      "label": "ci95",
      "low": 87.693316,
      "product": "gemini-omni-1-1-flash",
      "q": 91.552973,
      "rank": 1,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 92.960307,
      "label": "ci95",
      "low": 88.483107,
      "product": "gemini-omni-flash",
      "q": 90.721707,
      "rank": 2,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 90.068662,
      "label": "ci95",
      "low": 81.458504,
      "product": "flux-3-video",
      "q": 85.763583,
      "rank": 3,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 90.151041,
      "label": "ci95",
      "low": 81.001294,
      "product": "grok-imagine-video-1-5-agent",
      "q": 85.576168,
      "rank": 4,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 84.297833,
      "label": "ci95",
      "low": 80.290019,
      "product": "dreamina-seedance-2-0-720p",
      "q": 82.293926,
      "rank": 5,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 84.732627,
      "label": "ci95",
      "low": 78.40437,
      "product": "wan3-0",
      "q": 81.568498,
      "rank": 6,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 83.118897,
      "label": "ci95",
      "low": 78.847002,
      "product": "dreamina-seedance-2-5-720p",
      "q": 80.98295,
      "rank": 7,
      "status": "active"
    },
    {
      "cost": 4.8,
      "cost_confirmed": true,
      "high": 79.737229,
      "label": "ci95",
      "low": 75.4344,
      "product": "minimax-h3",
      "q": 77.585814,
      "rank": 8,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 80.120489,
      "label": "ci95",
      "low": 72.789712,
      "product": "muse-video",
      "q": 76.4551,
      "rank": 9,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 72.424587,
      "label": "ci95",
      "low": 66.166677,
      "product": "happyhorse-1-0",
      "q": 69.295632,
      "rank": 10,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 56.128925,
      "label": "ci95",
      "low": 52.760329,
      "product": "sora-2-pro",
      "q": 54.444627,
      "rank": 11,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 57.142363,
      "label": "ci95",
      "low": 49.949094,
      "product": "veo-3-1-audio",
      "q": 53.545728,
      "rank": 12,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 55.635276,
      "label": "ci95",
      "low": 50.467652,
      "product": "veo-3-1-audio-1080p",
      "q": 53.051464,
      "rank": 13,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 55.590246,
      "label": "ci95",
      "low": 50.365513,
      "product": "veo-3-1-fast-audio",
      "q": 52.97788,
      "rank": 14,
      "status": "active"
    },
    {
      "cost": null,
      "cost_confirmed": false,
      "high": 54.496583,
      "label": "ci95",
      "low": 49.47749,
      "product": "veo-3-1-fast-audio-1080p",
      "q": 51.987036,
      "rank": 15,
      "status": "active"
    },
    {
      "cost": 3,
      "cost_confirmed": true,
      "high": 49.644839,
      "label": "ci95",
      "low": 46.431605,
      "product": "grok-imagine-video-720p",
      "q": 48.038222,
      "rank": 16,
      "status": "active"
    }
  ],
  "schema": 1,
  "seed": null,
  "site": {
    "board_note": "Arena data: Arena (lmarena-ai), dataset lmarena-ai/leaderboard-dataset, https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes by Inadviser: the Arena scores (the Agent Arena IPS score and the text, text-to-image, text-to-video and search ratings) are rescaled to a 0-100 utility against fixed anchors set by Inadviser; the confidence interval and the observation or vote count are carried over; only a selection of models is shown on each board; where a board shows Arena's cost per task, it is shown unchanged. The dataset maintainers' method applies (https://arena.ai/blog/agent-arena-methodology/ for Agent Arena). Arena does not endorse Inadviser. Only one origin (Arena) measures quality, so no board entry can be named Best until a second independent origin or an own test exists. Arena's rating comes from blind votes by its own users on their own prompts; it is not a test of your job. Prices are read from each vendor's own API price page and are list prices for the stated workload; a model whose price could not be read on the vendor's page is listed with unknown cost and is not plotted. Selection: the 15 models with the highest Arena rank in the overall category, plus every model ranked 16 to 48 whose price was read on a vendor page and is at most $4 per minute of video.",
    "first_paragraph": "As of 5 November 2026, no option is proven ahead. 4 options of 16 cannot be separated with the evidence in hand: gemini-omni-1.1-flash, gemini-omni-flash, flux-3-video and grok-imagine-video-1.5-agent.",
    "interval_labels": {
      "ci95": "built from 95% confidence intervals given by the source"
    },
    "ranking_is_quality_order": true,
    "ranking_note": "Order is by score point estimate; intervals may overlap.",
    "sources_used": [
      {
        "checked_on": "2026-11-03",
        "id": "arena-leaderboard-dataset",
        "name": "Arena Leaderboard Dataset (lmarena-ai/leaderboard-dataset)",
        "status": "attribution",
        "url": "https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset"
      },
      {
        "checked_on": "2026-11-05",
        "id": "pricing-google-gemini-api",
        "name": "Gemini API pricing",
        "status": "facts-only",
        "url": "https://aistudio.google.com/docs/pricing"
      },
      {
        "checked_on": "2026-11-05",
        "id": "pricing-minimax-video",
        "name": "MiniMax video pay-as-you-go pricing",
        "status": "facts-only",
        "url": "https://platform.minimax.io/docs/guides/pricing-paygo"
      },
      {
        "checked_on": "2026-11-05",
        "id": "pricing-xai-api",
        "name": "xAI API models and pricing",
        "status": "facts-only",
        "url": "https://docs.x.ai/docs/models"
      }
    ],
    "verdict_label": "Shortlist"
  },
  "tariff_ids": [],
  "weights": {
    "arena_text_to_video_rating": 1
  }
}