Ai visibility local
Local only

Run item

gemini · looker · question_index=8

Question

Can you list alternatives to MySQL for business intelligence?

Answer

For business intelligence beyond MySQL, several powerful database alternatives exist, categorized by their primary function and architecture: **Relational Databases (SQL-based):** * **PostgreSQL** is an open-source object-relational database known for its robustness, extensibility, and support for various data types and complex queries. * **Microsoft SQL Server** is a comprehensive relational database management system often chosen for its integration with the Microsoft ecosystem and BI features. * **Oracle Database** offers high performance and advanced features, commonly used in enterprise environments for demanding workloads. * **MariaDB** is an open-source fork of MySQL that provides enhanced features, performance, and flexibility, making it suitable for analytical use cases. * **IBM Db2** is an enterprise-grade database optimized for high-volume workloads and performance. * **Amazon Relational Database Service (RDS)** allows you to set up, operate, and scale relational databases in the cloud, supporting engines like PostgreSQL, Oracle, and Microsoft SQL Server. **Cloud Data Warehouses & Analytical Databases:** * **Google BigQuery** is a fully managed, serverless enterprise data warehouse designed for large-scale data analytics, supporting standard SQL queries. * **Amazon Redshift** is a fully managed, petabyte-scale data warehouse service that can analyze large datasets using standard SQL. * **Azure SQL Database** is a fully managed platform as a service (PaaS) database engine that handles most database management functions. **NoSQL Databases (for unstructured or semi-structured data):** * **MongoDB** is a popular open-source, document-oriented NoSQL database that offers flexibility for handling large volumes of unstructured data. * **Apache Cassandra** is a highly scalable, distributed NoSQL database suitable for managing large amounts of structured and unstructured data across many commodity servers. * **Amazon DynamoDB** is a fully managed, serverless NoSQL database service that provides fast and flexible performance with seamless scalability.

Citations

No citations found.

Raw meta json

{ "attempts": 1, "backoff_ms_total": 0, "grounding_enabled": true, "latency_ms": 7509, "model": "gemini-2.5-flash", "raw_response": { "automatic_function_calling_history": [], "candidates": [ { "avg_logprobs": null, "citation_metadata": null, "content": { "parts": [ { "code_execution_result": null, "executable_code": null, "file_data": null, "function_call": null, "function_response": null, "inline_data": null, "media_resolution": null, "text": "For business intelligence beyond MySQL, several powerful database alternatives exist, categorized by their primary function and architecture:\n\n**Relational Databases (SQL-based):**\n\n* **PostgreSQL** is an open-source object-relational database known for its robustness, extensibility, and support for various data types and complex queries.\n* **Microsoft SQL Server** is a comprehensive relational database management system often chosen for its integration with the Microsoft ecosystem and BI features.\n* **Oracle Database** offers high performance and advanced features, commonly used in enterprise environments for demanding workloads.\n* **MariaDB** is an open-source fork of MySQL that provides enhanced features, performance, and flexibility, making it suitable for analytical use cases.\n* **IBM Db2** is an enterprise-grade database optimized for high-volume workloads and performance.\n* **Amazon Relational Database Service (RDS)** allows you to set up, operate, and scale relational databases in the cloud, supporting engines like PostgreSQL, Oracle, and Microsoft SQL Server.\n\n**Cloud Data Warehouses \u0026 Analytical Databases:**\n\n* **Google BigQuery** is a fully managed, serverless enterprise data warehouse designed for large-scale data analytics, supporting standard SQL queries.\n* **Amazon Redshift** is a fully managed, petabyte-scale data warehouse service that can analyze large datasets using standard SQL.\n* **Azure SQL Database** is a fully managed platform as a service (PaaS) database engine that handles most database management functions.\n\n**NoSQL Databases (for unstructured or semi-structured data):**\n\n* **MongoDB** is a popular open-source, document-oriented NoSQL database that offers flexibility for handling large volumes of unstructured data.\n* **Apache Cassandra** is a highly scalable, distributed NoSQL database suitable for managing large amounts of structured and unstructured data across many commodity servers.\n* **Amazon DynamoDB** is a fully managed, serverless NoSQL database service that provides fast and flexible performance with seamless scalability.", "thought": null, "thought_signature": null, "video_metadata": null } ], "role": "model" }, "finish_message": null, "finish_reason": "STOP", "grounding_metadata": { "google_maps_widget_context_token": null, "grounding_chunks": [ { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "toucantoco.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFQzhYBY6LxsW7cLOwLsVkv1vPANrwi2CnwN1x2seabxzvp5JZg9sXb_Tm-UM6k3tUhXMO__H8yiDLznBDyrWWEK_Xuz-ebM9R6byy_QGFRK8dJgfZbPt52Ow8S-Em7ljNfmsS17Ch2ruAfmDhCIHqg0b9KiF2LX61cf1wD1Q==" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "ionos.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFxOljoFAGty2iq6j74luK-zSJR9VWKoYB5asjcNUdf__tpN2ikXQVOBEjY8qntq0rmAwiv7WsEmox-9vCL6hA1_BH3jjkQ_1yKXB1PTfdp1GM0PsqV1xX8MTROOLnbAkd3qZyAhw_BTWaFbcnqAU-0sOtw9sZ-2rPNy8m-3Rid9g4=" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "g2.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFCpWXeR2OsQuogrIabh3yubVOpvekqDusMd1qwRE_8YQpDbrD87uw1OTU23Rz2rBhhNo7DK_WE9PRmcjpBYo0ARadzI9-EpVNMrBY0O0MNhhK8wmB9wVjpba51pzsresJhLz17K2Z1ea6hxFT-kQDcfYAdgpw=" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "cloudinfrastructureservices.co.uk", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGvuaaoi3K4BBoONryxJUhrPrXg3zQEBbNgmcW5Nxt8SLwUgUGfidoYWRt_NF_t-XGENUBBIk8Y4uowUxiMD7L_8Cy8OqiT4gyzeLrHFZbeqv3_j8hCNFtuPHQsYaDG70A117bhraAWgFX_QNHhREHzuTaPg9yQVQ1OrCibiQ==" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "oracle.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH0vnm7m0RDUvRlrk_zl06PdbtUgYUfR7KJo9KwVkyvEJwQ-cbNUy7SnRZ04jZcSKTYWZnf0v3UEfRZDgewu52ObgJFCaA31tXcVrhKaG2OUQ9W8pE_xb8b8ycTdOHQDdKCYM3np3dHQXFF0T3-TSQgkMKMG3J3W57QhZzroKKcvADJ3uKuFw==" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "softwareadvice.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEwVyjzzliUycYgctZHJFmUyNYlNHm0ZLi0AiaLni4LaTDu547oAD81OfzJfpGMoyyfq2cmFKXf6EkhB1YGH9dmh0CXKYlfq8JqBa62aP1xYgfc5MGgwZ6KgK7OxtAzIJNVXoqqKRjqnIEhGBTceDqLXrlAp2vwffT7ly6CTsHAFWR2j1oQZA==" } }, { "maps": null, "retrieved_context": null, "web": { "domain": null, "title": "reddit.com", "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEIfIbZ_77wbfgQZXpiAxdqBm75y78YWow4S_BJbSasHC0EkOFK8XQ1HZtVhS5RHFwe29NkAoNtYPiboSmGdYS3kaAkGfaSoKPtCKmTcDmYrkL-e3xX08ZQzMsBSlkSX7Ov0fqk2sm3oc3wd2zsEmliitFIxClGPo9ySz12i5ZFKGonprYMgMmH7Rh47IdXkF8vsWZSS9RN-P6YDpQ=" } } ], "grounding_supports": [ { "confidence_scores": null, "grounding_chunk_indices": [ 0, 1 ], "segment": { "end_index": 342, "part_index": null, "start_index": 182, "text": "* **PostgreSQL** is an open-source object-relational database known for its robustness, extensibility, and support for various data types and complex queries." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 2, 3 ], "segment": { "end_index": 507, "part_index": null, "start_index": 343, "text": "* **Microsoft SQL Server** is a comprehensive relational database management system often chosen for its integration with the Microsoft ecosystem and BI features." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 3, 4 ], "segment": { "end_index": 644, "part_index": null, "start_index": 508, "text": "* **Oracle Database** offers high performance and advanced features, commonly used in enterprise environments for demanding workloads." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 1 ], "segment": { "end_index": 800, "part_index": null, "start_index": 645, "text": "* **MariaDB** is an open-source fork of MySQL that provides enhanced features, performance, and flexibility, making it suitable for analytical use cases." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 2 ], "segment": { "end_index": 901, "part_index": null, "start_index": 801, "text": "* **IBM Db2** is an enterprise-grade database optimized for high-volume workloads and performance." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 2 ], "segment": { "end_index": 1096, "part_index": null, "start_index": 902, "text": "* **Amazon Relational Database Service (RDS)** allows you to set up, operate, and scale relational databases in the cloud, supporting engines like PostgreSQL, Oracle, and Microsoft SQL Server." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 0, 5 ], "segment": { "end_index": 1303, "part_index": null, "start_index": 1149, "text": "* **Google BigQuery** is a fully managed, serverless enterprise data warehouse designed for large-scale data analytics, supporting standard SQL queries." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 0, 5 ], "segment": { "end_index": 1437, "part_index": null, "start_index": 1304, "text": "* **Amazon Redshift** is a fully managed, petabyte-scale data warehouse service that can analyze large datasets using standard SQL." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 2, 6 ], "segment": { "end_index": 1577, "part_index": null, "start_index": 1438, "text": "* **Azure SQL Database** is a fully managed platform as a service (PaaS) database engine that handles most database management functions." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 1, 3 ], "segment": { "end_index": 1791, "part_index": null, "start_index": 1644, "text": "* **MongoDB** is a popular open-source, document-oriented NoSQL database that offers flexibility for handling large volumes of unstructured data." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 5, 3 ], "segment": { "end_index": 1968, "part_index": null, "start_index": 1792, "text": "* **Apache Cassandra** is a highly scalable, distributed NoSQL database suitable for managing large amounts of structured and unstructured data across many commodity servers." } }, { "confidence_scores": null, "grounding_chunk_indices": [ 1 ], "segment": { "end_index": 2117, "part_index": null, "start_index": 1969, "text": "* **Amazon DynamoDB** is a fully managed, serverless NoSQL database service that provides fast and flexible performance with seamless scalability." } } ], "retrieval_metadata": null, "retrieval_queries": null, "search_entry_point": { "rendered_content": "\u003cstyle\u003e\n.container {\n align-items: center;\n border-radius: 8px;\n display: flex;\n font-family: Google Sans, Roboto, sans-serif;\n font-size: 14px;\n line-height: 20px;\n padding: 8px 12px;\n}\n.chip {\n display: inline-block;\n border: solid 1px;\n border-radius: 16px;\n min-width: 14px;\n padding: 5px 16px;\n text-align: center;\n user-select: none;\n margin: 0 8px;\n -webkit-tap-highlight-color: transparent;\n}\n.carousel {\n overflow: auto;\n scrollbar-width: none;\n white-space: nowrap;\n margin-right: -12px;\n}\n.headline {\n display: flex;\n margin-right: 4px;\n}\n.gradient-container {\n position: relative;\n}\n.gradient {\n position: absolute;\n transform: translate(3px, -9px);\n height: 36px;\n width: 9px;\n}\n@media (prefers-color-scheme: light) {\n .container {\n background-color: #fafafa;\n box-shadow: 0 0 0 1px #0000000f;\n }\n .headline-label {\n color: #1f1f1f;\n }\n .chip {\n background-color: #ffffff;\n border-color: #d2d2d2;\n color: #5e5e5e;\n text-decoration: none;\n }\n .chip:hover {\n background-color: #f2f2f2;\n }\n .chip:focus {\n background-color: #f2f2f2;\n }\n .chip:active {\n background-color: #d8d8d8;\n border-color: #b6b6b6;\n }\n .logo-dark {\n display: none;\n }\n .gradient {\n background: linear-gradient(90deg, #fafafa 15%, #fafafa00 100%);\n }\n}\n@media (prefers-color-scheme: dark) {\n .container {\n background-color: #1f1f1f;\n box-shadow: 0 0 0 1px #ffffff26;\n }\n .headline-label {\n color: #fff;\n }\n .chip {\n background-color: #2c2c2c;\n border-color: #3c4043;\n color: #fff;\n text-decoration: none;\n }\n .chip:hover {\n background-color: #353536;\n }\n .chip:focus {\n background-color: #353536;\n }\n .chip:active {\n background-color: #464849;\n border-color: #53575b;\n }\n .logo-light {\n display: none;\n }\n .gradient {\n background: linear-gradient(90deg, #1f1f1f 15%, #1f1f1f00 100%);\n }\n}\n\u003c/style\u003e\n\u003cdiv class=\"container\"\u003e\n \u003cdiv class=\"headline\"\u003e\n \u003csvg class=\"logo-light\" width=\"18\" height=\"18\" viewBox=\"9 9 35 35\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\n \u003cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M42.8622 27.0064C42.8622 25.7839 42.7525 24.6084 42.5487 23.4799H26.3109V30.1568H35.5897C35.1821 32.3041 33.9596 34.1222 32.1258 35.3448V39.6864H37.7213C40.9814 36.677 42.8622 32.2571 42.8622 27.0064V27.0064Z\" fill=\"#4285F4\"/\u003e\n \u003cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M26.3109 43.8555C30.9659 43.8555 34.8687 42.3195 37.7213 39.6863L32.1258 35.3447C30.5898 36.3792 28.6306 37.0061 26.3109 37.0061C21.8282 37.0061 18.0195 33.9811 16.6559 29.906H10.9194V34.3573C13.7563 39.9841 19.5712 43.8555 26.3109 43.8555V43.8555Z\" fill=\"#34A853\"/\u003e\n \u003cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M16.6559 29.8904C16.3111 28.8559 16.1074 27.7588 16.1074 26.6146C16.1074 25.4704 16.3111 24.3733 16.6559 23.3388V18.8875H10.9194C9.74388 21.2072 9.06992 23.8247 9.06992 26.6146C9.06992 29.4045 9.74388 32.022 10.9194 34.3417L15.3864 30.8621L16.6559 29.8904V29.8904Z\" fill=\"#FBBC05\"/\u003e\n \u003cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M26.3109 16.2386C28.85 16.2386 31.107 17.1164 32.9095 18.8091L37.8466 13.8719C34.853 11.082 30.9659 9.3736 26.3109 9.3736C19.5712 9.3736 13.7563 13.245 10.9194 18.8875L16.6559 23.3388C18.0195 19.2636 21.8282 16.2386 26.3109 16.2386V16.2386Z\" fill=\"#EA4335\"/\u003e\n \u003c/svg\u003e\n \u003csvg class=\"logo-dark\" width=\"18\" height=\"18\" viewBox=\"0 0 48 48\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\n \u003ccircle cx=\"24\" cy=\"23\" fill=\"#FFF\" r=\"22\"/\u003e\n \u003cpath d=\"M33.76 34.26c2.75-2.56 4.49-6.37 4.49-11.26 0-.89-.08-1.84-.29-3H24.01v5.99h8.03c-.4 2.02-1.5 3.56-3.07 4.56v.75l3.91 2.97h.88z\" fill=\"#4285F4\"/\u003e\n \u003cpath d=\"M15.58 25.77A8.845 8.845 0 0 0 24 31.86c1.92 0 3.62-.46 4.97-1.31l4.79 3.71C31.14 36.7 27.65 38 24 38c-5.93 0-11.01-3.4-13.45-8.36l.17-1.01 4.06-2.85h.8z\" fill=\"#34A853\"/\u003e\n \u003cpath d=\"M15.59 20.21a8.864 8.864 0 0 0 0 5.58l-5.03 3.86c-.98-2-1.53-4.25-1.53-6.64 0-2.39.55-4.64 1.53-6.64l1-.22 3.81 2.98.22 1.08z\" fill=\"#FBBC05\"/\u003e\n \u003cpath d=\"M24 14.14c2.11 0 4.02.75 5.52 1.98l4.36-4.36C31.22 9.43 27.81 8 24 8c-5.93 0-11.01 3.4-13.45 8.36l5.03 3.85A8.86 8.86 0 0 1 24 14.14z\" fill=\"#EA4335\"/\u003e\n \u003c/svg\u003e\n \u003cdiv class=\"gradient-container\"\u003e\u003cdiv class=\"gradient\"\u003e\u003c/div\u003e\u003c/div\u003e\n \u003c/div\u003e\n \u003cdiv class=\"carousel\"\u003e\n \u003ca class=\"chip\" href=\"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEy43VjpqQa2zjrPArIXQXZfn2lOKJG133IQqD-BWPF9HefhhcFcCAHOwC7nsgKD7efNHLPJIeIB4RFA_vN1nkf4HnrNM-xGKD1smreqVHjp4DCWaks9i8dcYvFMqIprApS2SShWChDrvZbghr5M3DPs_HwVJhBLPw3UquXq-OFjxeLBIu0dLcm3fiHNDSZg6cJFcKVNcZRaagwrcb0ieM_Sb4PreADNKOmYBnjpM-1msMn\"\u003ealternatives to MySQL for business intelligence\u003c/a\u003e\n \u003ca class=\"chip\" href=\"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFotHKXzOSsERL45TBOjgbEWm18OC7HqKlDhF8euDpSRht4z-NmXSiBax30tRctgJKey8CVaNqpDRlcQUYhy1ZLE_Fw0lilBDlp59HPwiiQBWguks4_HoED1ukp0M1VUnGPvNTEhcHW0CBArunHmMd8YI6U4XnXEwFjxnCGpjWEC7Vca5Ps3ETDQWexWYkBwZZjdQxpRZNVNXCPUSuQjnJZi__N1_i4\"\u003edatabases for business intelligence\u003c/a\u003e\n \u003c/div\u003e\n\u003c/div\u003e\n", "sdk_blob": null }, "source_flagging_uris": null, "web_search_queries": [ "alternatives to MySQL for business intelligence", "databases for business intelligence" ] }, "index": 0, "logprobs_result": null, "safety_ratings": null, "token_count": null, "url_context_metadata": null } ], "create_time": null, "model_version": "gemini-2.5-flash", "parsed": null, "prompt_feedback": null, "response_id": "DmSMaauUJLmmkdUP5r-PwAQ", "sdk_http_response": { "body": null, "headers": { "alt-svc": "h3=\":443\"; ma=2592000,h3-29=\":443\"; ma=2592000", "content-encoding": "gzip", "content-type": "application/json; charset=UTF-8", "date": "Wed, 11 Feb 2026 11:12:14 GMT", "server": "scaffolding on HTTPServer2", "server-timing": "gfet4t7; dur=7306", "transfer-encoding": "chunked", "vary": "Origin, X-Origin, Referer", "x-content-type-options": "nosniff", "x-frame-options": "SAMEORIGIN", "x-xss-protection": "0" } }, "usage_metadata": { "cache_tokens_details": null, "cached_content_token_count": null, "candidates_token_count": 441, "candidates_tokens_details": null, "prompt_token_count": 77, "prompt_tokens_details": [ { "modality": "TEXT", "token_count": 77 } ], "thoughts_token_count": 480, "tool_use_prompt_token_count": 207, "tool_use_prompt_tokens_details": [ { "modality": "TEXT", "token_count": 207 } ], "total_token_count": 1205, "traffic_type": null } }, "request_payload": { "input": { "contents": "You are answering a user query. Be concise but helpful.\nIf you mention products or brands, be specific.\nDo not invent facts. If unsure, say you are unsure.\n\nBrand under analysis: Metabase\nBrand website: https://metabase.com\nEntity focus: competitor = looker\n\nUser query: Can you list alternatives to MySQL for business intelligence?", "model": "gemini-2.5-flash" }, "model": "gemini-2.5-flash", "provider": "gemini" }, "retry_policy": { "base_backoff_s": 0.6, "max_retries": 3, "timeout_s": 60 }, "usage": { "cost_usd": 0.0011256, "input_tokens": 77, "model": "gemini-2.5-flash", "output_tokens": 441, "pricing_source": "local_price_table_v1", "provider": "gemini", "total_tokens": 1205 }, "usage_raw": { "cache_tokens_details": null, "cached_content_token_count": null, "candidates_token_count": 441, "candidates_tokens_details": null, "prompt_token_count": 77, "prompt_tokens_details": [ { "modality": "TEXT", "token_count": 77 } ], "thoughts_token_count": 480, "tool_use_prompt_token_count": 207, "tool_use_prompt_tokens_details": [ { "modality": "TEXT", "token_count": 207 } ], "total_token_count": 1205, "traffic_type": null } }

What was sent to the model?

{ "input": { "contents": "You are answering a user query. Be concise but helpful.\nIf you mention products or brands, be specific.\nDo not invent facts. If unsure, say you are unsure.\n\nBrand under analysis: Metabase\nBrand website: https://metabase.com\nEntity focus: competitor = looker\n\nUser query: Can you list alternatives to MySQL for business intelligence?", "model": "gemini-2.5-flash" }, "model": "gemini-2.5-flash", "provider": "gemini" }

Error json

null