Make the right AI model decision from day one
Compare 50+ models on your data. Compare 50+ models on your data in minutes.
For developers building LLM applications.
See how it works in 60 seconds
Choosing an LLM shouldn't involve guesswork
Unclear model trade-offs
Performance, cost, and speed are hard to balance
Leaderboards don't reflect your data
Benchmarks miss what matters to you
Manual model comparison
Scripts, notebooks, and one-off tests
Overspending on inference
Default choices get expensive fast
Model recommendation in minutes
See how every model scores on your task — and which one to ship.
A clear recommendation
One model called out as the best fit for your task
Speed and cost in view
Trade-offs surfaced alongside benchmark scores
Production-ready decisions
Pick a model with confidence, not guesswork
Bring the data you already have.
CSV, JSON, or HuggingFace import. Bring your inputs — expected outputs are optional.
Inputs — prompts, messages, or log traces.
Expected outputs — optional, but they sharpen results.
support_tickets.csv · 1,247 rows
| instruction | intent | category | tags | response |
|---|---|---|---|---|
| My order hasn't arrived yet, can you check? | order_status | Shipping | delay, tracking | I'm sorry for the delay — let me look up your order… |
| How do I reset my password? | account_help | Account | auth, self-serve | You can reset your password from the login page… |
| I'd like a refund for this item. | refund_request | Billing | refund, policy | Happy to help. Could you share your order number? |
| Do you ship to Germany? | shipping_info | Shipping | international | Yes, we ship across the EU. Standard delivery is 3–5 days… |
| The product arrived broken. | complaint | Quality | damaged, urgent | I'm really sorry to hear that. Let's get this replaced right away… |
Support automation
Reply drafts, ticket triage, FAQ deflection — without hallucinating policy.
Document Q&A and RAG
Internal search and knowledge assistants that stay grounded in your sources.
Data extraction
Pull fields from invoices, contracts, or emails. Compare accuracy and schema adherence.
Meet Ziggy, your AI evaluation copilot
Go from setup to results - without figuring it all out yourself.
No evals expertise required
Refine prompts with guidance
Understand results without digging
Whatever matters most to you, we optimise around it
Quality
Prioritise performance for high-risk or user-facing tasks
Speed
Optimise speed for real-time applications
Cost
Control cost without sacrificing quality
Balance
Balance all three when trade-offs matter
Where models struggle, on your data
If most queries are easy, every model looks good - you don’t need the most expensive one. The real difference shows up on harder queries, where cost and quality diverge.
- Find where cheaper models perform just as well
- Focus on the cases that actually matter
- Know when to use a stronger model - or a human
Your queries by difficulty
Number of queries
403020100
Easy
40%
Medium
30%
Hard
30%
Built with AI teams
"The cost and quality comparison was eye-opening. Moved LLM selection from vibes to real data."
Pranay
AI Engineer
"Manual model selection was slow - this made multi-LLM testing easy."
Dostar
AI Engineer
"It makes model selection based on my own data - not just public benchmarks."
Anirudh
Software Engineer
What early users are saying
"Comparison in one place"
"Lovable for evals"
"It's very fast!"
"Helps me choose the best model without running in prod"
"Quick comparison of models for my specific use case"
"Easy evals for different LLMs"