// Features
Playground, workflows, vision, and benchmarks - compare cost, latency, and output quality side by side before you commit to a model in production.
View test › 5 SaaS platforms
$18MOpenAI
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Strengths • Intelligent routing across Inter, Zendesk, Freshdesk, Help Scout, and Gorgias • Clear cost-per-ticket math if GPT-4o stays on the hard cases only Weaknesses • Over-indexes on flagship models for triage that a cheap classifier can do • Longer latency than needed for first-response drafts
MoonshotAI
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Pro tip Run the cheap models on the same production prompt first. Kimi is thorough but slow — use it for research dumps, not the live ticket path. Cheapest complete answer in this set after DeepSeek, with more detail than Mistral.
120+
engineers
36
models available
490+
API calls in dataset
Best AI Use
Contra/Bubble award
// Platform capabilities
Single-step tests, workflows, vision, and benchmarks - each built for production prompts, not lab benchmarks.
Paste a production prompt, pick models, and run them in parallel. Every response includes token counts, latency, and estimated cost so you can compare side-by-side in seconds.
Chain LLM steps like your agent does - pass output from one model as input to the next. Find which hop can move to a cheaper model without breaking quality on your real workload.
Upload an image with your prompt and compare vision models on the same task. See quality, detail, and per-call cost across providers - not generic vision leaderboards.
See which models win for each task type based on real tests run by engineers on the platform - aggregated from winner selections, not synthetic eval suites.
// Also included
Supporting tools that keep testing fast and your team unblocked.
Organise prompts and test runs by product, client, or experiment.
Overview of recent tests, spend, and model winners at a glance.
Pay per test with credits - no seat licences or idle subscriptions.
See token counts and estimated cost for every model call in a run.
Review results and share links from any device.
New models and platform updates shipped regularly.
Guides for first tests, workflows, and credit management.
Talk to the team when you need help with a test or billing.
Security
We never train on or share your prompts. We use anonymised task type and results to improve community rankings - toggle off anytime.
// Vs alternatives
Tracking tells you you're overpaying. We tell you exactly what to switch to - tested on your real prompt, quality verified, so the switch won't break anything.
// 36 models available
New models added within days of release. Neutral testing - no provider bias.
