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Project: metabase1-assessment · Status: succeeded
Run mode: neutral · Started: 2026-02-11T16:02:39.827313+00:00 · Finished: 2026-02-11T16:03:25.558660+00:00
Diagnostic expansion: off
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Assessment composition

Unbranded (Primary)20
Branded (Secondary)0
Diagnostic expansionOff

Progress

Done: 40 / 40 · Errors: 0
{ "done": 40, "errors": 0, "total": 40 }

Run inputs

Providersopenai, gemini
Question set id690116d4-58a1-4b44-b425-57fb0a195958
Question set hashf3ac3cbd108bf244884ae15716d814627a41c4b8
Question order seed0
Entities hashc5bf04b9a411ec63ca4303db1ada9fa9ff1f3f40
Provider models/temperature/seed
ProviderModelTemperatureSeed
openai gpt-4o-mini 0 -
gemini gemini-2.5-flash - -
Resolved inputs
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"source_pack": "bank", "text": "Can you list some BI tools that excel in data integration?", "track": "unbranded", "weight": 1.0 }, { "bucket": "best_for", "category_key": "saas:analytics_bi:global:en", "fingerprint": "fba41a7a03a18713a8383a4e48c90bfbf8681689", "intent": "commercial", "query_type": "category_best_for", "source_pack": "bank", "text": "Which analytics platforms are best for small businesses?", "track": "unbranded", "weight": 1.0 }, { "bucket": "best_for", "category_key": "saas:analytics_bi:global:en", "fingerprint": "137c8aef0c7c4cc0cd6a9297f3b9f7fb18c1298e", "intent": "informational", "query_type": "category_best_for", "source_pack": "bank", "text": "What are some top business intelligence tools for data visualization?", "track": "unbranded", "weight": 1.0 }, { "bucket": "pricing", "category_key": "saas:analytics_bi:global:en", "fingerprint": "3e10b20907fa321c7d29a338ce4df2414de02fc0", "intent": "commercial", "query_type": "pricing_cost", "source_pack": "bank", "text": "What is the cost of using Snowflake for analytics?", "track": "unbranded", "weight": 1.0 }, { "bucket": "pricing", "category_key": "saas:analytics_bi:global:en", "fingerprint": "43446a6c439797d0f11242088f3ea11c61b810cb", "intent": "commercial", "query_type": "pricing_cost", "source_pack": "bank", "text": "Can you provide pricing details for Tableau?", "track": "unbranded", "weight": 1.0 }, { "bucket": "integrations", "category_key": "saas:analytics_bi:global:en", "fingerprint": "bb2084740a369acb516ec2f0df529e8d2a87c7d9", "intent": "informational", "query_type": "integrations", "source_pack": "bank", "text": "Can you provide a list of integrations for Redshift?", "track": "unbranded", "weight": 1.0 }, { "bucket": "integrations", "category_key": "saas:analytics_bi:global:en", "fingerprint": "030d8bf309a27d427f546c255c365463367d3898", "intent": "informational", "query_type": "integrations", "source_pack": "bank", "text": "What are some integrations available for Metabase?", "track": "unbranded", "weight": 1.0 }, { "bucket": "use_cases", "category_key": "saas:analytics_bi:global:en", "fingerprint": "512fb5de285d6e36836ff17af85287c82dfa13e3", "intent": "informational", "query_type": "use_cases", "source_pack": "bank", "text": "How can organizations utilize Redshift for real-time data analysis?", "track": "unbranded", "weight": 1.0 }, { "bucket": "use_cases", "category_key": "saas:analytics_bi:global:en", "fingerprint": "9c4c7428f8a34c23c6840a6b904b178f4a621a69", "intent": "informational", "query_type": "use_cases", "source_pack": "bank", "text": "What are the common use cases for integrating Slack with BI tools?", "track": "unbranded", "weight": 1.0 }, { "bucket": "use_cases", "category_key": "saas:analytics_bi:global:en", "fingerprint": "a28bb39a02b2150c0e92211d2095f2f5c8147088", "intent": "informational", "query_type": "use_cases", "source_pack": "bank", "text": "What are the best use cases for using Power BI in small businesses?", "track": "unbranded", "weight": 1.0 }, { "bucket": "security", "category_key": "saas:analytics_bi:global:en", "fingerprint": "e0b0a36576bc5b738a43c1e10b6b7c996ce31d9c", "intent": "informational", "query_type": "security_compliance", "source_pack": "bank", "text": "How does Looker ensure data security compliance?", "track": "unbranded", "weight": 1.0 }, { "bucket": "migration", "category_key": "saas:analytics_bi:global:en", "fingerprint": "be39e07283d0a27f7f90cc64e96cc972be20f86e", "intent": "commercial", "query_type": "implementation_migration", "source_pack": "bank", "text": "How can I transition my data from Snowflake to BigQuery?", "track": "unbranded", "weight": 1.0 } ], "segment_key": "analytics_bi", "use_cases": [ "dashboards", "reporting", "kpi tracking", "data visualization", "self-serve analytics", "sql exploration", "embedded analytics", "data governance", "stakeholder reporting", "performance monitoring" ] }

Cost

Scope Input tokens Output tokens Total tokens Estimated cost (USD)
Total 2872 14056 16928 $0.030197
openai 1458 2940 4398 $0.001983
gemini 1414 11116 12530 $0.028214

Errors (failed items)

No failed run items.

Quality checklist notes

Latest report summary

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0 gemini n/a (neutral) no How can I transition my data from Snowflake to BigQuery? View What was sent?
0 openai n/a (neutral) no How can I transition my data from Snowflake to BigQuery? View What was sent?
1 gemini n/a (neutral) no What are some integrations available for Metabase? View What was sent?
1 openai n/a (neutral) no What are some integrations available for Metabase? View What was sent?
2 gemini n/a (neutral) no What are some top business intelligence tools for data visualization? View What was sent?
2 openai n/a (neutral) no What are some top business intelligence tools for data visualization? View What was sent?
3 gemini n/a (neutral) no Can you list BI tools that are alternatives to Metabase? View What was sent?
3 openai n/a (neutral) no Can you list BI tools that are alternatives to Metabase? View What was sent?
4 gemini n/a (neutral) no Can you list some BI tools that excel in data integration? View What was sent?
4 openai n/a (neutral) no Can you list some BI tools that excel in data integration? View What was sent?
5 gemini n/a (neutral) no What are some comparable tools to dbt in the analytics space? View What was sent?
5 openai n/a (neutral) no What are some comparable tools to dbt in the analytics space? View What was sent?
6 gemini n/a (neutral) no What are the best alternatives to Postgres for analytics? View What was sent?
6 openai n/a (neutral) no What are the best alternatives to Postgres for analytics? View What was sent?
7 gemini n/a (neutral) no How does Looker ensure data security compliance? View What was sent?
7 openai n/a (neutral) no How does Looker ensure data security compliance? View What was sent?
8 gemini n/a (neutral) no Can you provide a list of integrations for Redshift? View What was sent?
8 openai n/a (neutral) no Can you provide a list of integrations for Redshift? View What was sent?
9 gemini n/a (neutral) no Can you suggest some tools similar to Tableau? View What was sent?
9 openai n/a (neutral) no Can you suggest some tools similar to Tableau? View What was sent?
10 gemini n/a (neutral) no What are the best use cases for using Power BI in small businesses? View What was sent?
10 openai n/a (neutral) no What are the best use cases for using Power BI in small businesses? View What was sent?
11 gemini n/a (neutral) no What are the common use cases for integrating Slack with BI tools? View What was sent?
11 openai n/a (neutral) no What are the common use cases for integrating Slack with BI tools? View What was sent?
12 gemini n/a (neutral) no How can organizations utilize Redshift for real-time data analysis? View What was sent?
12 openai n/a (neutral) no How can organizations utilize Redshift for real-time data analysis? View What was sent?
13 gemini n/a (neutral) no What are some other business intelligence tools like DBT? View What was sent?
13 openai n/a (neutral) no What are some other business intelligence tools like DBT? View What was sent?
14 gemini n/a (neutral) no Can you provide pricing details for Tableau? View What was sent?
14 openai n/a (neutral) no Can you provide pricing details for Tableau? View What was sent?
15 gemini n/a (neutral) no Can you compare Metabase with other BI tools? View What was sent?
15 openai n/a (neutral) no Can you compare Metabase with other BI tools? View What was sent?
16 gemini n/a (neutral) no Which analytics platforms are best for small businesses? View What was sent?
16 openai n/a (neutral) no Which analytics platforms are best for small businesses? View What was sent?
17 gemini n/a (neutral) no Can you list alternatives to MySQL for business intelligence? View What was sent?
17 openai n/a (neutral) no Can you list alternatives to MySQL for business intelligence? View What was sent?
18 gemini n/a (neutral) no What is the cost of using Snowflake for analytics? View What was sent?
18 openai n/a (neutral) no What is the cost of using Snowflake for analytics? View What was sent?
19 gemini n/a (neutral) no What are some comparable platforms to Power BI? View What was sent?
19 openai n/a (neutral) no What are some comparable platforms to Power BI? View What was sent?