Automatically generates chart views for the order-stage breakdown and the delivered-vs-cancelled comparison, including the month-over-month share chart.
What was measured
Chart / Visualization Support
Does it generate charts automatically or allow useful visual views?
capability
What was given, what came back
Test input: Order pipeline breakdown with paid-pending edge case and last-month comparison · text · group: ecommerce-nl2sql-benchmark
Input — what we sent
The exact prompt
How many orders do we have at each stage right now? Follow-up 1: What percentage of our orders were successfully delivered vs cancelled? Follow-up 2: Are there any orders that are pending but already paid? Follow-up 3: Compare that to last month — same breakdown, I want to see if things have improved or got worse.
A deeper operational analysis of current order stages, delivery-versus-cancellation rates, pending-but-paid edge cases, and a month-over-month comparison of the same breakdown.
Why this input is hard
- · Order pipeline analysis
- · Percentage calculation
- · Edge-case detection
- · Payment/order status joins
- · Multi-turn context retention
- · Month-over-month comparison
- · Ambiguity handling for 'same breakdown'
Output — unretouched
Also checked on this input — same tool, 5 other criteria
Business Insight✓ WorkedExplains the comparison rather than just reporting numbers, including that the month-to-date view is an early signal and should not be treated as a stable trend yet.Follow-Up Context⚠ StruggledKeeps the conversation going across multiple turns, but on the final comparison it reuses the delivered-versus-cancelled thread instead of the pending-paid edge-case context, so context selection breaks on one follow-up.Plain English Query Handling✓ WorkedAccepts a multi-step operational question in plain English across several follow-ups without requiring SQL from the user.Result Readability✓ WorkedPresents the operational breakdown in compact tables with counts and percentages, making the current-stage and month-over-month results easy to scan.SQL Visibility✓ WorkedExposes the generated SQL directly in the chat, including the explicit filter for pending-but-paid orders.
Provenance
- Observation
- 09c072de-3411-436a-a32a-8fca354c3749
- Evidence run
- db2bb5d5-0e0e-4cb3-8d76-3555c45c23cd
- Study
- Query Live Databases Using Plain English with AI
- Research task
- 86b9y6c99
- Tested at
- not recorded
- Source
- first-party
- Evidence state
- verified
- Proof shown
- input + output shown
- Cost / latency
- not captured
- Repeat run
- not captured
- Tester
- not captured
The last three rows are honest blanks, not placeholders — our capture has no field for them yet.
Query this
get_evidence({
tool: "querio",
scenario: "ecommerce-nl2sql-benchmark"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 3 other tools
measured on Chart / Visualization Support
AskYourDatabase✗ FailedVisualization was not automatic; the report says the tool only produced a visual after an explicit follow-up prompt, so charts were not auto-generated on the initial answers.Definite◐ MixedCharts were not generated automatically in the chat; the report says an extra prompt was needed before Definite created a separate dashboard/doc, and the dashboard view shows an 'Orders By Stage' summary with a donut chart.Draxlr✓ WorkedCan auto-generate a correct chart for a simple month-over-month comparison, showing Last Month at 11 pending-paid orders versus Current Month at 20.
This evidence is published in
From the same study (page rebuilt from a later run)
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com