Your analytics agent is an employee.
Trust it like one.
Your agent is answering questions right now. You don't know if it's right, what it costs, or who's asking. You should.
Benchouse tracks your agent's accuracy, cost per question and who's asking, and alerts you when it goes wrong.
Thirty minutes with me, looking at your agent.
Works with
Benchouse captures conversations from Databricks Genie, Snowflake Cortex and nao today. The other agents listed have documented APIs it can access.
Databricks Genie Capturing today: ✓
evals✓
logs✓
cost✓
users
Snowflake Cortex Capturing today: ✓
evals✓
logs✓
cost✓
users
Lightdash Their API allows: ✓
evals✓
logs✓
cost✓
users
Sigma Their API allows: ✓
evals✓
logs✓
cost✓
users
Hex Their API allows: ✓
evals✓
logs✓
cost✓
users
ThoughtSpot Their API allows: ✓
evals✓
logs✓
cost✓
users
Power BI Their API allows: ✓
evals✓
logs✓
cost✓
users
nao Capturing today: ✓
evals✓
logs✓
cost✓
users
Cube Their API allows: ✓
evals✗
logs✓
cost✓
users
Omni Their API allows: ✓
evals✗
logs✓
cost✓
users
Looker Their API allows: ✓
evals✗
logs✓
cost✓
users
GoodData Their API allows: ✓
evals✗
logs✗
cost✗
users
Anthropic Built your own agent on these? We integrate with your setup.
OpenAI Built your own agent on these? We integrate with your setup.
From André Baaij, who runs the analytics agent benchmark.
The unmanaged analytics agent
You'd never let an analyst work this way.
It does an analyst's job, and nobody checks its work.
- What did it tell the CFO last week?
- What did its answers cost in March?
- Do the product managers find its answers useful?
- Which question does it get wrong most often?
- Which teams use it most?
You need a way to answer those questions.
The benchmark
I test the vendors in public. Benchouse tests yours the same way, on your questions.
Every season, every ranked agent answers the same questions, graded against ground truth it never saw. I publish the results, and none of them can buy a position.
One system
Every question your team asks gets logged. Any of them can become a test.
Benchouse keeps the answer, SQL, reasoning, cost and who asked for every question. You can turn any question into an eval with one click.
Logs
Logs
Keep and search every question and answer.
- Search across agents and time
- Tag and filter conversations
- User feedback, captured with every answer
Evals
Evals
Test your questions with the same method I use in the benchmark.
- Start from a real captured question, or write your own
- Runs on a schedule, in CI/CD, or whenever you want
- Keep versions of your question sets to compare results before and after a change
Cost
Cost
What each question cost, per person and per agent.
- Track cost over time
- Check it against what the vendor actually billed
People
People
Everyone who asks it questions.
- One profile per person, across every agent they use
- Tag the CFO once, hear about it when they ask
Alerts
Alerts
Alerts by email or webhook. Off by default.
- An eval run finished
- A person you watch asked a question
- Any failures, the moment they happen
Connections
Plug it in
Genie, Cortex and nao today.
- Capture conversations from Snowflake Cortex, Databricks Genie and nao today
- Control Benchouse from your own tools with its MCP server or API
Plans
Not sure your agent's answers are right yet? Start with the Accuracy Sprint. Four weeks to find and fix what makes it wrong. Three months of Growth included. →You can also use Benchouse without a sprint.
Starter
$499/mo
For one agent.
- 1 watched agent
- 30 days of history
- Email support
Growth
$999/mo
For every agent you run.
- Up to 25 watched agents
- 12 months of history
- Email support, answered by me
Enterprise
$1,499/mo
For legal and security sign-off.
- Unlimited watched agents, by agreement
- Custom retention
- Named contact
Bring the agent you run, and I'll show you what it's been saying.
Spend thirty minutes with me looking at Genie, Cortex, nao or your own agent. I'll show you the answers Benchouse captures, what they cost and how you'd check which were wrong.