The right model for every question
How Arka's intelligent routing delivers best-in-class performance at 10x lower cost
The problem with one-size-fits-all AI
Most analytics tools use a single AI model for everything. That means you're either:
- Overpaying for simple questions with expensive reasoning models
- Getting poor results on complex questions with basic models
Neither option makes sense.
How Arka works differently
Arka's agents automatically choose the right model based on question complexity:
"What was revenue last month?"
"Why did churn spike in the enterprise segment, and which features correlate with retention?"
You get the best of both worlds: accuracy when you need it, efficiency everywhere else.
Best-in-class models when you need them
For complex queries, Arka has access to the most powerful models available:
- OpenAI's o1 and o3 for deep reasoning
- Claude Sonnet 4.5 for nuanced analysis
- Specialized SQL models for database queries
On the BIRD-CRITIC benchmark, Arka's preview agent ranked #10 globally as of September 2024, ahead of Claude Sonnet 4.5, Gemini 2.0, and GPT-4o.
The result: 10x better cost-performance
By routing intelligently, Arka delivers:
That's competitive accuracy at a fraction of the cost.
Why this matters
In practice, this means:
- Faster answers for routine questions
- Better answers for complex analysis
- 10x lower AI costs compared to always using premium models
- No tradeoffs between speed, quality, and cost
See it in action
Experience intelligent model routing yourself. Try Arka and see how it automatically chooses the right model for your questions.