Audit
119 agent calls in the last 90 days: 21 s of query time, 3 errors, and the same answer every time a question was asked again.
- Calls
- 119
- Query time
- 21 s
- Rows returned
- 345
- Repeated questions
- 4 same answer
- Errors
- 3
from 4 agents, 3 people
178 ms per call, median 171 ms
to agents, never stored
0 answers that differed
2.5% of calls
Claude made 54% of the calls in the last 90 days.
Tool calls per day, last 90 days, Claude and the other agents
Source: call log, days in UTC. Calls are kept 90 days; results are never stored, only a fingerprint to compare answers.
Sessions 42
One session is one agent conversation.northwind via Claude Codetoday 15:47 · 1 call · sample_sales · 231 ms
sam via ChatGPTtoday 13:19–13:25 · 4 calls · sample_sales · 608 ms · 1 error
13:23
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 128 ms
same as Claude CodeCheck
13:21
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 160 ms
13:19
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 192 ms
same as Claude CodeCheck
northwind via Cursortoday 12:42–12:44 · 2 calls · orders · 216 ms
maya via Claudetoday 12:42–12:50 · 5 calls · orders · 969 ms
12:50
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 152 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
12:48
Describe the datasetorders · describe_dataset · 190 ms
12:46
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 228 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
12:44
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 266 ms · metric average_order_value · metric paid_orders
12:42
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 133 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
sam via ChatGPTThu 12 Nov 13:19 · 1 call · orders · 224 ms
Thu 13:19
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 224 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
maya via ClaudeThu 12 Nov 12:42–12:44 · 2 calls · customers, orders · 342 ms · 1 error
sam via ChatGPTWed 11 Nov 13:19–13:25 · 4 calls · sample_sales, orders · 640 ms
Wed 13:25
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 112 ms
same as Claude CodeCheck
Wed 13:23
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 144 ms
Wed 13:21
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 176 ms
same as Claude CodeCheck
Wed 13:19
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 208 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
northwind via CursorWed 11 Nov 12:42 · 1 call · orders · 144 ms
Wed 12:42
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 144 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
maya via ClaudeWed 11 Nov 12:42–12:56 · 8 calls · orders · 1.5 s
Wed 12:56
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 209 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Wed 12:54
Describe the datasetorders · describe_dataset · 247 ms
Wed 12:52
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 114 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Wed 12:50
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 152 ms · metric average_order_value · metric paid_orders
Wed 12:48
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 190 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Wed 12:46
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 228 ms · metric paid_revenue
same as CursorCheck
Wed 12:44
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 266 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Wed 12:42
Describe the datasetorders · describe_dataset · 133 ms
northwind via Claude CodeTue 10 Nov 15:47–15:51 · 3 calls · sample_sales · 567 ms
sam via ChatGPTTue 10 Nov 13:19–13:25 · 4 calls · sample_sales, orders · 576 ms
Tue 13:25
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 96 ms
same as Claude CodeCheck
Tue 13:23
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 128 ms
Tue 13:21
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 160 ms
same as Claude CodeCheck
Tue 13:19
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 192 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
northwind via CursorTue 10 Nov 12:42–12:44 · 2 calls · orders · 252 ms
Tue 12:44
Refunded_orders, by customers.segmentorders v1 · aggregate · 4 rows · 168 ms · metric refunded_orders · 1 row unmatched on customer_id → customers.customer_id
Tue 12:42
Rows: order_id, order_date, customer_id, amount, where status is "refunded", first 50orders v1 · query_rows · 8 rows · 84 ms
maya via ClaudeTue 10 Nov 12:42–12:50 · 5 calls · orders · 893 ms
Tue 12:50
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 171 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Tue 12:48
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 209 ms · metric average_order_value · metric paid_orders
Tue 12:46
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 247 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Tue 12:44
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 114 ms · metric paid_revenue
same as CursorCheck
Tue 12:42
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 152 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
sam via ChatGPTMon 9 Nov 13:19–13:21 · 2 calls · sample_sales · 336 ms
Mon 13:21
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 224 ms
same as Claude CodeCheck
Mon 13:19
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 112 ms
northwind via CursorMon 9 Nov 12:42 · 1 call · orders · 108 ms
Mon 12:42
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 108 ms · metric paid_revenue
same as ClaudeCheck
maya via ClaudeMon 9 Nov 12:42–12:52 · 6 calls · orders · 1.2 s
Mon 12:52
Describe the datasetorders · describe_dataset · 190 ms
Mon 12:50
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 228 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Mon 12:48
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 266 ms · metric average_order_value · metric paid_orders
Mon 12:46
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 133 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Mon 12:44
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 171 ms · metric paid_revenue
same as CursorCheck
Mon 12:42
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 209 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
northwind via Claude CodeSun 8 Nov 15:47–15:49 · 2 calls · sample_sales · 462 ms
Sun 15:49
Describe the datasetsample_sales · describe_dataset · 210 ms
Sun 15:47
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 252 ms
same as ChatGPTCheck
sam via ChatGPTSun 8 Nov 13:19–13:23 · 3 calls · sample_sales, orders · 528 ms
Sun 13:23
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 144 ms
same as Claude CodeCheck
Sun 13:21
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 176 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
Sun 13:19
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 208 ms
same as Claude CodeCheck
northwind via CursorSun 8 Nov 12:42–12:44 · 2 calls · orders · 288 ms
Sun 12:44
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 132 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
Sun 12:42
Refunded_orders, by customers.segmentorders v1 · aggregate · 4 rows · 156 ms · metric refunded_orders · 1 row unmatched on customer_id → customers.customer_id
maya via ClaudeSun 8 Nov 12:42–12:54 · 7 calls · orders · 1.3 s
Sun 12:54
Describe the datasetorders · describe_dataset · 247 ms
Sun 12:52
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 114 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sun 12:50
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 152 ms · metric average_order_value · metric paid_orders
Sun 12:48
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 190 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Sun 12:46
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 228 ms · metric paid_revenue
same as CursorCheck
Sun 12:44
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 266 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sun 12:42
Describe the datasetorders · describe_dataset · 133 ms
sam via ChatGPTSat 7 Nov 13:19–13:21 · 2 calls · sample_sales · 224 ms
Sat 13:21
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 96 ms
Sat 13:19
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 128 ms
same as Claude CodeCheck
northwind via CursorSat 7 Nov 12:42 · 1 call · orders · 72 ms
Sat 12:42
Rows: order_id, order_date, customer_id, amount, where status is "refunded", first 50orders v1 · query_rows · 8 rows · 72 ms
maya via ClaudeSat 7 Nov 12:42–12:48 · 4 calls · orders · 741 ms
Sat 12:48
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 171 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sat 12:46
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 209 ms · metric average_order_value · metric paid_orders
Sat 12:44
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 247 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Sat 12:42
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 114 ms · metric paid_revenue
same as CursorCheck
maya via ClaudeFri 6 Nov 12:42 · 1 call · orders · 152 ms
Fri 12:42
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 152 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
maya via ClaudeThu 5 Nov 12:42–12:44 · 2 calls · orders · 418 ms
Thu 12:44
Describe the datasetorders · describe_dataset · 190 ms
Thu 12:42
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 228 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
sam via ChatGPTWed 4 Nov 13:19–13:21 · 2 calls · orders, sample_sales · 352 ms
Wed 13:21
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 160 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
Wed 13:19
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 192 ms
same as Claude CodeCheck
northwind via CursorWed 4 Nov 12:42 · 1 call · orders · 96 ms
Wed 12:42
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 96 ms · metric paid_revenue
same as ClaudeCheck
maya via ClaudeWed 4 Nov 12:42–12:52 · 6 calls · customers, orders · 1.3 s · 1 error
Wed 12:50
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 266 ms · metric average_order_value · metric paid_orders
Wed 12:48
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 133 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Wed 12:46
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 171 ms · metric paid_revenue
same as CursorCheck
Wed 12:44
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 209 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Wed 12:42
Describe the datasetorders · describe_dataset · 247 ms
northwind via Claude CodeTue 3 Nov 15:47–15:51 · 3 calls · sample_sales · 630 ms
sam via ChatGPTTue 3 Nov 13:19 · 1 call · sample_sales · 224 ms
Tue 13:19
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 224 ms
northwind via CursorTue 3 Nov 12:42–12:44 · 2 calls · orders · 264 ms
Tue 12:44
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 120 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
Tue 12:42
Refunded_orders, by customers.segmentorders v1 · aggregate · 4 rows · 144 ms · metric refunded_orders · 1 row unmatched on customer_id → customers.customer_id
maya via ClaudeTue 3 Nov 12:42–12:48 · 4 calls · orders · 684 ms
Tue 12:48
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 114 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Tue 12:46
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 152 ms · metric average_order_value · metric paid_orders
Tue 12:44
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 190 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Tue 12:42
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 228 ms · metric paid_revenue
same as CursorCheck
sam via ChatGPTMon 2 Nov 13:19–13:21 · 2 calls · sample_sales, orders · 256 ms
Mon 13:21
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 112 ms
same as Claude CodeCheck
Mon 13:19
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 144 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
northwind via CursorMon 2 Nov 12:42–12:44 · 2 calls · orders · 252 ms
maya via ClaudeMon 2 Nov 12:42–12:52 · 6 calls · orders · 1.1 s
Mon 12:52
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 266 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Mon 12:50
Describe the datasetorders · describe_dataset · 133 ms
Mon 12:48
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 171 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Mon 12:46
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 209 ms · metric average_order_value · metric paid_orders
Mon 12:44
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 247 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
Mon 12:42
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 114 ms · metric paid_revenue
same as CursorCheck
northwind via Claude CodeSun 1 Nov 15:47–15:49 · 2 calls · sample_sales · 504 ms
Sun 15:47
Describe the datasetsample_sales · describe_dataset · 273 ms
sam via ChatGPTSun 1 Nov 13:19 · 1 call · sample_sales · 176 ms
Sun 13:19
Units: sum of units, by region, highest firstsample_sales v1 · aggregate · 3 rows · 176 ms
same as Claude CodeCheck
northwind via CursorSun 1 Nov 12:42 · 1 call · orders · 108 ms
Sun 12:42
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 108 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ClaudeCheck
maya via ClaudeSun 1 Nov 12:42–12:50 · 5 calls · orders · 969 ms
Sun 12:50
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 152 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sun 12:48
Describe the datasetorders · describe_dataset · 190 ms
Sun 12:46
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 228 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sun 12:44
Average_order_value, paid_orders, by order_dateorders v1 · aggregate · 3 rows · 266 ms · metric average_order_value · metric paid_orders
Sun 12:42
Paid_revenue, by customers.segmentorders v1 · aggregate · 4 rows · 133 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as CursorCheck
sam via ChatGPTSat 31 Oct 13:19 · 1 call · sample_sales · 208 ms
Sat 13:19
Distinct values of regionsample_sales v1 · distinct_values · 3 values · 208 ms
northwind via CursorSat 31 Oct 12:42–12:44 · 2 calls · orders · 288 ms
Sat 12:44
Refunded_orders, by customers.segmentorders v1 · aggregate · 4 rows · 132 ms · metric refunded_orders · 1 row unmatched on customer_id → customers.customer_id
Sat 12:42
Rows: order_id, order_date, customer_id, amount, where status is "refunded", first 50orders v1 · query_rows · 8 rows · 156 ms
maya via ClaudeSat 31 Oct 12:42–12:46 · 3 calls · orders · 627 ms
Sat 12:46
Paid_revenue, where order_date ≥ "2026-07-01"orders v1 · aggregate · 1 row · 171 ms · metric paid_revenue
same as CursorCheck
Sat 12:44
Paid_revenue, orders: count, by regions.region, where status is "paid"orders v1 · aggregate · 4 rows · 209 ms · metric paid_revenue · 1 row unmatched on customer_id → customers.customer_id
same as ChatGPTCheck
Sat 12:42
Describe the datasetorders · describe_dataset · 247 ms