{
  "slug": "top-100-startups-ia-france",
  "title": "Top 100 startups IA France — Le classement officiel",
  "description": "Les 100 startups IA françaises les plus influentes : modèles, santé, fintech, industrie, climate, marketing, agents et infrastructure.",
  "updated": "2026-06-01",
  "unit": "Score FR /100",
  "license": "CC-BY-4.0",
  "source": "https://intelligenceartificielle.ai/classements/top-100-startups-ia-france",
  "methodology": "https://intelligenceartificielle.ai/methodology",
  "entries": [
    {
      "rank": 1,
      "name": "Mistral AI",
      "category": "Modèles",
      "score": 98,
      "country": "FR"
    },
    {
      "rank": 2,
      "name": "Hugging Face",
      "category": "Plateforme",
      "score": 97.5,
      "country": "FR"
    },
    {
      "rank": 3,
      "name": "Dust",
      "category": "Agents B2B",
      "score": 96.9,
      "country": "FR"
    },
    {
      "rank": 4,
      "name": "Poolside",
      "category": "Code",
      "score": 96.4,
      "country": "FR"
    },
    {
      "rank": 5,
      "name": "H Company",
      "category": "Agents",
      "score": 95.8,
      "country": "FR"
    },
    {
      "rank": 6,
      "name": "LightOn",
      "category": "Modèles",
      "score": 95.3,
      "country": "FR"
    },
    {
      "rank": 7,
      "name": "Kyutai",
      "category": "Recherche",
      "score": 94.7,
      "country": "FR"
    },
    {
      "rank": 8,
      "name": "FlexAI",
      "category": "Infra",
      "score": 94.2,
      "country": "FR"
    },
    {
      "rank": 9,
      "name": "Linkup",
      "category": "Search API",
      "score": 93.6,
      "country": "FR"
    },
    {
      "rank": 10,
      "name": "Photoroom",
      "category": "Image",
      "score": 93.1,
      "country": "FR"
    },
    {
      "rank": 11,
      "name": "Pigment",
      "category": "Finance IA",
      "score": 92.5,
      "country": "FR"
    },
    {
      "rank": 12,
      "name": "Alan",
      "category": "Santé IA",
      "score": 92,
      "country": "FR"
    },
    {
      "rank": 13,
      "name": "Doctolib",
      "category": "Santé IA",
      "score": 91.4,
      "country": "FR"
    },
    {
      "rank": 14,
      "name": "Owkin",
      "category": "Santé IA",
      "score": 90.9,
      "country": "FR"
    },
    {
      "rank": 15,
      "name": "Aqemia",
      "category": "Drug discovery",
      "score": 90.3,
      "country": "FR"
    },
    {
      "rank": 16,
      "name": "Iktos",
      "category": "Drug discovery",
      "score": 89.8,
      "country": "FR"
    },
    {
      "rank": 17,
      "name": "Diabeloop",
      "category": "Medtech",
      "score": 89.2,
      "country": "FR"
    },
    {
      "rank": 18,
      "name": "Cardiologs",
      "category": "Medtech",
      "score": 88.7,
      "country": "FR"
    },
    {
      "rank": 19,
      "name": "Therapixel",
      "category": "Medtech",
      "score": 88.1,
      "country": "FR"
    },
    {
      "rank": 20,
      "name": "Lifen",
      "category": "Santé",
      "score": 87.6,
      "country": "FR"
    },
    {
      "rank": 21,
      "name": "PayFit",
      "category": "RH IA",
      "score": 87,
      "country": "FR"
    },
    {
      "rank": 22,
      "name": "Skello",
      "category": "RH IA",
      "score": 86.5,
      "country": "FR"
    },
    {
      "rank": 23,
      "name": "360Learning",
      "category": "RH IA",
      "score": 85.9,
      "country": "FR"
    },
    {
      "rank": 24,
      "name": "Mercateam",
      "category": "Industrie",
      "score": 85.4,
      "country": "FR"
    },
    {
      "rank": 25,
      "name": "Akeneo",
      "category": "PIM IA",
      "score": 84.8,
      "country": "FR"
    },
    {
      "rank": 26,
      "name": "Contentsquare",
      "category": "Analytics",
      "score": 84.3,
      "country": "FR"
    },
    {
      "rank": 27,
      "name": "Dataiku",
      "category": "MLOps",
      "score": 83.7,
      "country": "FR"
    },
    {
      "rank": 28,
      "name": "Saagie",
      "category": "DataOps",
      "score": 83.2,
      "country": "FR"
    },
    {
      "rank": 29,
      "name": "Forepaas",
      "category": "MLOps",
      "score": 82.6,
      "country": "FR"
    },
    {
      "rank": 30,
      "name": "Prevision.io",
      "category": "MLOps",
      "score": 82.1,
      "country": "FR"
    },
    {
      "rank": 31,
      "name": "Shift Technology",
      "category": "Insurtech",
      "score": 81.5,
      "country": "FR"
    },
    {
      "rank": 32,
      "name": "Akur8",
      "category": "Insurtech",
      "score": 81,
      "country": "FR"
    },
    {
      "rank": 33,
      "name": "Zelros",
      "category": "Insurtech",
      "score": 80.4,
      "country": "FR"
    },
    {
      "rank": 34,
      "name": "Descartes Underwriting",
      "category": "Insurtech",
      "score": 79.9,
      "country": "FR"
    },
    {
      "rank": 35,
      "name": "Spendesk",
      "category": "Fintech",
      "score": 79.3,
      "country": "FR"
    },
    {
      "rank": 36,
      "name": "Pennylane",
      "category": "Fintech",
      "score": 78.8,
      "country": "FR"
    },
    {
      "rank": 37,
      "name": "Qonto",
      "category": "Fintech",
      "score": 78.2,
      "country": "FR"
    },
    {
      "rank": 38,
      "name": "Lydia",
      "category": "Fintech",
      "score": 77.7,
      "country": "FR"
    },
    {
      "rank": 39,
      "name": "Younited Credit",
      "category": "Fintech",
      "score": 77.1,
      "country": "FR"
    },
    {
      "rank": 40,
      "name": "Sesamm",
      "category": "Fintech IA",
      "score": 76.6,
      "country": "FR"
    },
    {
      "rank": 41,
      "name": "Mirakl",
      "category": "Marketplace IA",
      "score": 76,
      "country": "FR"
    },
    {
      "rank": 42,
      "name": "BackMarket",
      "category": "Marketplace",
      "score": 75.5,
      "country": "FR"
    },
    {
      "rank": 43,
      "name": "Vestiaire Collective",
      "category": "Marketplace IA",
      "score": 74.9,
      "country": "FR"
    },
    {
      "rank": 44,
      "name": "ManoMano",
      "category": "Marketplace IA",
      "score": 74.4,
      "country": "FR"
    },
    {
      "rank": 45,
      "name": "Veepee",
      "category": "Marketplace IA",
      "score": 73.8,
      "country": "FR"
    },
    {
      "rank": 46,
      "name": "Voodoo",
      "category": "Gaming IA",
      "score": 73.3,
      "country": "FR"
    },
    {
      "rank": 47,
      "name": "Homa Games",
      "category": "Gaming IA",
      "score": 72.7,
      "country": "FR"
    },
    {
      "rank": 48,
      "name": "Sorare",
      "category": "Web3 IA",
      "score": 72.2,
      "country": "FR"
    },
    {
      "rank": 49,
      "name": "Ledger",
      "category": "Sécurité",
      "score": 71.6,
      "country": "FR"
    },
    {
      "rank": 50,
      "name": "Tehtris",
      "category": "Cyber IA",
      "score": 71.1,
      "country": "FR"
    },
    {
      "rank": 51,
      "name": "Quobly",
      "category": "Quantique",
      "score": 70.5,
      "country": "FR"
    },
    {
      "rank": 52,
      "name": "Pasqal",
      "category": "Quantique",
      "score": 70,
      "country": "FR"
    },
    {
      "rank": 53,
      "name": "Alice & Bob",
      "category": "Quantique",
      "score": 69.4,
      "country": "FR"
    },
    {
      "rank": 54,
      "name": "Quandela",
      "category": "Quantique",
      "score": 68.9,
      "country": "FR"
    },
    {
      "rank": 55,
      "name": "C12",
      "category": "Quantique",
      "score": 68.3,
      "country": "FR"
    },
    {
      "rank": 56,
      "name": "Squirro",
      "category": "Knowledge IA",
      "score": 67.8,
      "country": "FR"
    },
    {
      "rank": 57,
      "name": "Yseop",
      "category": "NLG",
      "score": 67.2,
      "country": "FR"
    },
    {
      "rank": 58,
      "name": "LightOn Paradigm",
      "category": "LLM enterprise",
      "score": 66.7,
      "country": "FR"
    },
    {
      "rank": 59,
      "name": "Giskard",
      "category": "ML testing",
      "score": 66.1,
      "country": "FR"
    },
    {
      "rank": 60,
      "name": "Numalis",
      "category": "Trustworthy AI",
      "score": 65.6,
      "country": "FR"
    },
    {
      "rank": 61,
      "name": "Wandercraft",
      "category": "Robotique",
      "score": 65,
      "country": "FR"
    },
    {
      "rank": 62,
      "name": "Exotec",
      "category": "Robotique",
      "score": 64.4,
      "country": "FR"
    },
    {
      "rank": 63,
      "name": "Diodon Drone",
      "category": "Drones IA",
      "score": 63.9,
      "country": "FR"
    },
    {
      "rank": 64,
      "name": "Delair",
      "category": "Drones IA",
      "score": 63.4,
      "country": "FR"
    },
    {
      "rank": 65,
      "name": "Parrot",
      "category": "Drones IA",
      "score": 62.8,
      "country": "FR"
    },
    {
      "rank": 66,
      "name": "Naïo Technologies",
      "category": "Agritech IA",
      "score": 62.3,
      "country": "FR"
    },
    {
      "rank": 67,
      "name": "Carbon Maps",
      "category": "Climate IA",
      "score": 61.7,
      "country": "FR"
    },
    {
      "rank": 68,
      "name": "Greenly",
      "category": "Climate IA",
      "score": 61.2,
      "country": "FR"
    },
    {
      "rank": 69,
      "name": "Sweep",
      "category": "Climate IA",
      "score": 60.6,
      "country": "FR"
    },
    {
      "rank": 70,
      "name": "Sami",
      "category": "Climate IA",
      "score": 60.1,
      "country": "FR"
    },
    {
      "rank": 71,
      "name": "Mindee",
      "category": "Doc IA",
      "score": 59.5,
      "country": "FR"
    },
    {
      "rank": 72,
      "name": "Hyperscience",
      "category": "Doc IA",
      "score": 59,
      "country": "FR"
    },
    {
      "rank": 73,
      "name": "Klippa",
      "category": "Doc IA",
      "score": 58.4,
      "country": "FR"
    },
    {
      "rank": 74,
      "name": "DataPeps",
      "category": "Sécurité IA",
      "score": 57.9,
      "country": "FR"
    },
    {
      "rank": 75,
      "name": "Quantmetry",
      "category": "Conseil IA",
      "score": 57.3,
      "country": "FR"
    },
    {
      "rank": 76,
      "name": "Artefact",
      "category": "Conseil IA",
      "score": 56.8,
      "country": "FR"
    },
    {
      "rank": 77,
      "name": "Datadome",
      "category": "Cyber IA",
      "score": 56.2,
      "country": "FR"
    },
    {
      "rank": 78,
      "name": "Sekoia",
      "category": "Cyber IA",
      "score": 55.7,
      "country": "FR"
    },
    {
      "rank": 79,
      "name": "GitGuardian",
      "category": "Cyber IA",
      "score": 55.1,
      "country": "FR"
    },
    {
      "rank": 80,
      "name": "Snyk France",
      "category": "Cyber IA",
      "score": 54.6,
      "country": "FR"
    },
    {
      "rank": 81,
      "name": "Spren",
      "category": "Santé IA",
      "score": 54,
      "country": "FR"
    },
    {
      "rank": 82,
      "name": "Synapse Medicine",
      "category": "Santé IA",
      "score": 53.5,
      "country": "FR"
    },
    {
      "rank": 83,
      "name": "Whispr Therapeutics",
      "category": "Biotech",
      "score": 52.9,
      "country": "FR"
    },
    {
      "rank": 84,
      "name": "Tilak Healthcare",
      "category": "Santé IA",
      "score": 52.4,
      "country": "FR"
    },
    {
      "rank": 85,
      "name": "Volta Medical",
      "category": "Medtech",
      "score": 51.8,
      "country": "FR"
    },
    {
      "rank": 86,
      "name": "Ostium",
      "category": "Medtech",
      "score": 51.2,
      "country": "FR"
    },
    {
      "rank": 87,
      "name": "Sancare",
      "category": "Santé IA",
      "score": 50.7,
      "country": "FR"
    },
    {
      "rank": 88,
      "name": "Posos",
      "category": "Santé IA",
      "score": 50.2,
      "country": "FR"
    },
    {
      "rank": 89,
      "name": "Bioserenity",
      "category": "Medtech IA",
      "score": 49.6,
      "country": "FR"
    },
    {
      "rank": 90,
      "name": "Robocath",
      "category": "Medtech",
      "score": 49.1,
      "country": "FR"
    },
    {
      "rank": 91,
      "name": "Jow",
      "category": "Conso IA",
      "score": 48.5,
      "country": "FR"
    },
    {
      "rank": 92,
      "name": "Yuka",
      "category": "Conso IA",
      "score": 47.9,
      "country": "FR"
    },
    {
      "rank": 93,
      "name": "Foodvisor",
      "category": "Conso IA",
      "score": 47.4,
      "country": "FR"
    },
    {
      "rank": 94,
      "name": "Heuritech",
      "category": "Mode IA",
      "score": 46.8,
      "country": "FR"
    },
    {
      "rank": 95,
      "name": "Iconem",
      "category": "Patrimoine IA",
      "score": 46.3,
      "country": "FR"
    },
    {
      "rank": 96,
      "name": "Lalilo",
      "category": "EdTech IA",
      "score": 45.7,
      "country": "FR"
    },
    {
      "rank": 97,
      "name": "Evidence B",
      "category": "EdTech IA",
      "score": 45.2,
      "country": "FR"
    },
    {
      "rank": 98,
      "name": "Domoscio",
      "category": "EdTech IA",
      "score": 44.7,
      "country": "FR"
    },
    {
      "rank": 99,
      "name": "Magic LEMP",
      "category": "Vidéo IA",
      "score": 44.1,
      "country": "FR"
    },
    {
      "rank": 100,
      "name": "Newton Offices Agents",
      "category": "Agents B2B",
      "score": 43.6,
      "country": "FR"
    }
  ]
}