Build your own router.
Route simple queries to fast models, complex ones to advanced models. Same quality, lower cost, lower latency.
Router
BYO
Fast Model
Simple queries (70%)
Advanced Model
Complex queries (30%)
Router
Intelligent routing
Fast Model
Simple queries (70%)
Advanced Model
Complex queries (30%)
Forget the benchmarks. Skip the evals. A/B test instead.
Use A/B testing to find the optimal models, prompts, and parameters in production. Get real data on what works best for your use case.
| Test Name | Price Impact | Quality Impact | Latency Impact | Recommendation |
|---|---|---|---|---|
System Prompt Optimization | ||||
GPT-4 vs Claude-3 | ||||
Max Tokens 1000 vs 2000 | ||||
Temperature 0.1 vs 0.7 | ||||
Prompt Engineering Test |
Test competitor configs.
One click.
See how different product configurations perform on your stack instantly.
GitHub Copilot
GPT-5
base44
Claude 3.5 Sonnet
v0
Claude 3.7 Sonnet
Keep your stack.
We'll connect.
Enter credentials, we've got the rest.
- Works with your stack
- OpenAI, Anthropic, AWS Bedrock, LangSmith, OpenRouter - if you use it, we support it.
- No setup required
- We pull data from where it lives. Your team does nothing.
Direct Provider
Gateways
Traces
Imports
Or call our gateway directly.
Support for every modality
Text, audio, image, and video - we handle it all
Text
Build faster code agents by routing between GPT-4 for complex logic and Claude for quick refactors.
Audio
Reduce latency for real-time transcription. Route to Deepgram for speed, Whisper for accuracy.
Image
Get the best image output immediately. Test DALL-E, Midjourney, and Stable Diffusion in parallel.
Video
Compare all video providers side-by-side. Find which model delivers the quality you need, faster.
Text
Build faster code agents by routing between GPT-4 for complex logic and Claude for quick refactors.
Audio
Reduce latency for real-time transcription. Route to Deepgram for speed, Whisper for accuracy.
Image
Get the best image output immediately. Test DALL-E, Midjourney, and Stable Diffusion in parallel.
Video
Compare all video providers side-by-side. Find which model delivers the quality you need, faster.
And... provider choice can make or break your latency
Same model, same code, but 50% faster latency just by switching providers. Your AI decisions shouldn't be a gamble.
- Stop guessing which provider to use
- See real latency data for your exact model and region, not generic benchmarks
- Discover hidden performance gains
- Find providers that deliver the same model with dramatically better speed
- One dashboard for all AI performance
- Compare providers, regions, and models in real-time
Claude Model Performance Across Providers
Time to First Token comparison: Claude 4 Sonnet (Anthropic) vs Claude 3 Haiku (Bedrock)
AI budgets are bleeding money on the wrong tradeoffs
That $5 model with 15-second latency costs you more in lost conversions than the $20 fast model. Optimize for total business impact, not just price per token.
- Calculate true cost of AI decisions
- Factor in user drop-off, retries, and quality failures - not just API pricing
- Find your optimal speed-quality-cost balance
- Discover which models deliver the best ROI for your specific use cases
- One dashboard for total AI ROI
- Track performance metrics alongside spend to maximize business outcomes per dollar
Cheaper Isn't Always Faster
Latency vs price across different AI providers and models
Open Source GenAI FinOps
Narev is open source observability for LLM costs. Export to FOCUS format, track spend, and optimize your AI infrastructure.