{
  "dataset": "Daily Tech AI Recommendation Stability Index",
  "version": "2026.09-v1",
  "collected_utc": "2026-09-18T05:43:11Z",
  "method": {
    "models": [
      "openai/gpt-5.4-mini",
      "google/gemini-3.8-flash"
    ],
    "endpoint": "chat completions via Lovable AI Gateway, default sampling parameters",
    "repetitions_per_prompt": 10,
    "prompts": {
      "crm": "Name up to five CRM platforms you would recommend to a US mid-market B2B company. Reply with names only, one per line, no numbering, no commentary.",
      "observability": "Name up to five observability platforms you would recommend to a US engineering team running Kubernetes. Reply with names only, one per line, no numbering, no commentary.",
      "vector-db": "Name up to five vector databases you would recommend for a production retrieval system. Reply with names only, one per line, no numbering, no commentary.",
      "ai-coding": "Name up to five AI coding assistants you would recommend to a US software team. Reply with names only, one per line, no numbering, no commentary.",
      "payroll": "Name up to five payroll platforms you would recommend to a US company with 200 employees. Reply with names only, one per line, no numbering, no commentary.",
      "cyber-insurance": "Name up to five cyber insurance providers you would recommend to a US mid-market company. Reply with names only, one per line, no numbering, no commentary.",
      "esign": "Name up to five electronic signature products you would recommend to a US legal team. Reply with names only, one per line, no numbering, no commentary.",
      "seo-agency": "Name up to five SEO agencies you would recommend to a US B2B software company. Reply with names only, one per line, no numbering, no commentary."
    },
    "extraction": "response lines normalised to lower case, trailing parentheticals and punctuation removed, first five names kept",
    "metrics": {
      "mean_pairwise_overlap": "mean Jaccard similarity of the name sets across every pair of runs for one model and prompt",
      "names_in_every_run": "count of names that appeared in all runs",
      "distinct_names": "count of distinct names across all runs"
    }
  },
  "summary": [
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "runs": 10,
      "distinct_names": 9,
      "mean_pairwise_overlap": 0.541,
      "names_in_every_run": 2,
      "top_names": [
        {
          "name": "pipedrive",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "zoho crm",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "salesforce sales cloud",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "microsoft dynamics 365 sales",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "hubspot",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "microsoft dynamics 365",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "salesforce",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "hubspot crm",
          "appeared_in_runs": 4,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "observability",
      "runs": 10,
      "distinct_names": 7,
      "mean_pairwise_overlap": 0.874,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "grafana cloud",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "datadog",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "dynatrace",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "new relic",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "honeycomb",
          "appeared_in_runs": 8,
          "of_runs": 10
        },
        {
          "name": "splunk observability cloud",
          "appeared_in_runs": 1,
          "of_runs": 10
        },
        {
          "name": "elastic observability",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "vector-db",
      "runs": 10,
      "distinct_names": 8,
      "mean_pairwise_overlap": 0.756,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "pinecone",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "qdrant",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "weaviate",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "milvus",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "elasticsearch",
          "appeared_in_runs": 5,
          "of_runs": 10
        },
        {
          "name": "pgvector",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "redis",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "amazon opensearch service",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "ai-coding",
      "runs": 10,
      "distinct_names": 9,
      "mean_pairwise_overlap": 0.62,
      "names_in_every_run": 2,
      "top_names": [
        {
          "name": "github copilot",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "cursor",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "codeium",
          "appeared_in_runs": 8,
          "of_runs": 10
        },
        {
          "name": "amazon q developer",
          "appeared_in_runs": 8,
          "of_runs": 10
        },
        {
          "name": "claude code",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "tabnine",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "codeium windsurf",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "google gemini code assist",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "payroll",
      "runs": 10,
      "distinct_names": 7,
      "mean_pairwise_overlap": 0.77,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "adp workforce now",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "paychex flex",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "gusto",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "rippling",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "paylocity",
          "appeared_in_runs": 5,
          "of_runs": 10
        },
        {
          "name": "paycom",
          "appeared_in_runs": 3,
          "of_runs": 10
        },
        {
          "name": "paycor",
          "appeared_in_runs": 2,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "cyber-insurance",
      "runs": 10,
      "distinct_names": 14,
      "mean_pairwise_overlap": 0.373,
      "names_in_every_run": 0,
      "top_names": [
        {
          "name": "chubb",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "coalition",
          "appeared_in_runs": 7,
          "of_runs": 10
        },
        {
          "name": "beazley",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "aig",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "travelers",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "hiscox",
          "appeared_in_runs": 5,
          "of_runs": 10
        },
        {
          "name": "at-bay",
          "appeared_in_runs": 3,
          "of_runs": 10
        },
        {
          "name": "the hartford",
          "appeared_in_runs": 2,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "esign",
      "runs": 10,
      "distinct_names": 7,
      "mean_pairwise_overlap": 0.869,
      "names_in_every_run": 3,
      "top_names": [
        {
          "name": "docusign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "dropbox sign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "adobe acrobat sign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "pandadoc",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "onespan sign",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "signnow",
          "appeared_in_runs": 1,
          "of_runs": 10
        },
        {
          "name": "hellosign",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "seo-agency",
      "runs": 10,
      "distinct_names": 20,
      "mean_pairwise_overlap": 0.305,
      "names_in_every_run": 0,
      "top_names": [
        {
          "name": "directive",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "victorious",
          "appeared_in_runs": 8,
          "of_runs": 10
        },
        {
          "name": "webfx",
          "appeared_in_runs": 7,
          "of_runs": 10
        },
        {
          "name": "first page sage",
          "appeared_in_runs": 5,
          "of_runs": 10
        },
        {
          "name": "siege media",
          "appeared_in_runs": 3,
          "of_runs": 10
        },
        {
          "name": "seer interactive",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "directive consulting",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "omniscient digital",
          "appeared_in_runs": 2,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "crm",
      "runs": 10,
      "distinct_names": 5,
      "mean_pairwise_overlap": 1.0,
      "names_in_every_run": 5,
      "top_names": [
        {
          "name": "hubspot",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "microsoft dynamics 365",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "sugarcrm",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "salesforce",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "zoho crm",
          "appeared_in_runs": 10,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "observability",
      "runs": 10,
      "distinct_names": 5,
      "mean_pairwise_overlap": 1.0,
      "names_in_every_run": 5,
      "top_names": [
        {
          "name": "honeycomb",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "grafana cloud",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "datadog",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "dynatrace",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "new relic",
          "appeared_in_runs": 10,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "vector-db",
      "runs": 10,
      "distinct_names": 6,
      "mean_pairwise_overlap": 0.822,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "pinecone",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "qdrant",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "weaviate",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "milvus",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "pgvector",
          "appeared_in_runs": 6,
          "of_runs": 10
        },
        {
          "name": "vespa",
          "appeared_in_runs": 4,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "ai-coding",
      "runs": 10,
      "distinct_names": 7,
      "mean_pairwise_overlap": 0.78,
      "names_in_every_run": 3,
      "top_names": [
        {
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          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "tabnine",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "cursor",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "amazon q developer",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "codeium",
          "appeared_in_runs": 7,
          "of_runs": 10
        },
        {
          "name": "sourcegraph cody",
          "appeared_in_runs": 3,
          "of_runs": 10
        },
        {
          "name": "cody",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "payroll",
      "runs": 10,
      "distinct_names": 6,
      "mean_pairwise_overlap": 0.881,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "ukg ready",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "paylocity",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "adp workforce now",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "rippling",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "paychex flex",
          "appeared_in_runs": 8,
          "of_runs": 10
        },
        {
          "name": "paycom",
          "appeared_in_runs": 2,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "cyber-insurance",
      "runs": 10,
      "distinct_names": 8,
      "mean_pairwise_overlap": 0.756,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "coalition",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "beazley",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "travelers",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "chubb",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "cna",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "cfc underwriting",
          "appeared_in_runs": 4,
          "of_runs": 10
        },
        {
          "name": "axa xl",
          "appeared_in_runs": 1,
          "of_runs": 10
        },
        {
          "name": "cna financial",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "esign",
      "runs": 10,
      "distinct_names": 6,
      "mean_pairwise_overlap": 0.933,
      "names_in_every_run": 4,
      "top_names": [
        {
          "name": "docusign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "onespan sign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "dropbox sign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "adobe acrobat sign",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "pandadoc",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "ironclad",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    },
    {
      "model": "google/gemini-3.8-flash",
      "prompt_id": "seo-agency",
      "runs": 10,
      "distinct_names": 8,
      "mean_pairwise_overlap": 0.681,
      "names_in_every_run": 1,
      "top_names": [
        {
          "name": "omniscient digital",
          "appeared_in_runs": 10,
          "of_runs": 10
        },
        {
          "name": "skale",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "simpletiger",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "directive",
          "appeared_in_runs": 9,
          "of_runs": 10
        },
        {
          "name": "siege media",
          "appeared_in_runs": 7,
          "of_runs": 10
        },
        {
          "name": "victorious",
          "appeared_in_runs": 3,
          "of_runs": 10
        },
        {
          "name": "single grain",
          "appeared_in_runs": 2,
          "of_runs": 10
        },
        {
          "name": "directive consulting",
          "appeared_in_runs": 1,
          "of_runs": 10
        }
      ]
    }
  ],
  "runs": [
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 1,
      "names": [
        "salesforce",
        "hubspot",
        "microsoft dynamics 365",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 2,
      "names": [
        "salesforce sales cloud",
        "hubspot sales hub",
        "microsoft dynamics 365 sales",
        "pipedrive",
        "zoho crm"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 3,
      "names": [
        "salesforce sales cloud",
        "hubspot crm",
        "microsoft dynamics 365 sales",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 4,
      "names": [
        "salesforce sales cloud",
        "hubspot crm",
        "microsoft dynamics 365 sales",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 5,
      "names": [
        "salesforce sales cloud",
        "hubspot crm",
        "microsoft dynamics 365 sales",
        "pipedrive",
        "zoho crm"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 6,
      "names": [
        "salesforce",
        "hubspot",
        "microsoft dynamics 365",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 7,
      "names": [
        "salesforce sales cloud",
        "hubspot crm",
        "microsoft dynamics 365 sales",
        "pipedrive",
        "zoho crm"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 8,
      "names": [
        "salesforce",
        "hubspot",
        "microsoft dynamics 365",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 9,
      "names": [
        "salesforce",
        "hubspot",
        "microsoft dynamics 365",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "crm",
      "run": 10,
      "names": [
        "salesforce sales cloud",
        "hubspot sales hub",
        "microsoft dynamics 365 sales",
        "zoho crm",
        "pipedrive"
      ]
    },
    {
      "model": "openai/gpt-5.4-mini",
      "prompt_id": "observability",
      "run": 1,
      "names": [
        "datadog",
        "new relic",
        "grafana cloud",
        "dynatrace",
        "honeycomb"
      ]
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