How many models can I compare at once?

You can compare up to 10 models side by side in a single benchmark. Most users compare 3 to 5 models per test, but power users often test the full spectrum.

Does each comparison use credits for every model?

Yes. Each model that generates a response consumes credits based on that model's pricing. Compare Lab shows you the exact cost per response so you can budget accordingly.

Can I share comparison results with my team?

Yes. You can share a link to any comparison result, export it as a report, or save it to your team workspace. Saved comparisons persist and can be re-run with new prompts.

How is quality scored?

Quality scores are based on a combination of output coherence, relevance, factual accuracy, and formatting. You can also rate responses manually to train your personal quality preferences.

What plans include Compare Lab?

Basic side-by-side comparison (2 models) is available on all plans. Benchmarking 3+ models, saved combos, and team sharing require Pro ($24.99/mo) or above.

Feature

Now part of Compare — side-by-side benchmarking is built into Vincony's model-comparison super-tool. Open it →

Benchmark AI models side by side.

Stop guessing which model is best. Compare Lab lets you send one prompt to multiple models and see the results — with quality, speed, and cost metrics — in one view.

Open in Compare Compare All Models

Data-driven model selection

Real benchmarks, real costs, real results — for your actual tasks.

Multi-Model Benchmarking

Send the same prompt to 2, 3, or 10 models simultaneously. See every response side by side in a clean comparison view.

Quality / Speed / Cost Comparison

Each response is scored on output quality, response time, and credit cost. Sort and filter to find the best model for your specific task.

Save Preferred Combos

Found the perfect model for blog intros? Save it. Compare Lab remembers your preferred model-task combinations so you never benchmark the same thing twice.

Cost-Aware Decisions

See the exact credit cost of each model's response. Make informed decisions about when to use premium models vs. cost-effective alternatives.

How it works

Write your prompt

Enter any prompt — a question, a writing task, a code challenge, an image description. Anything you would normally send to one model.

Select models to compare

Pick 2 to 10 models from our 750+ catalog. Use presets like 'Top 5 for Code' or 'Cheapest 3' to save time.

Compare and decide

Review responses side by side with quality, speed, and cost metrics. Save your preferred combo or export results for your team.

What teams use Compare Lab for

Find which model writes the best product descriptions for your brand

Benchmark coding models to identify the fastest and most accurate for your stack

Compare creative writing output across GPT-5, Claude, and Gemini

Test new models against your current favorites before switching

Build a model selection playbook for your team based on real data

Available on all plans

Compare 2 models side by side on any plan. Unlock multi-model benchmarking (3-10 models), saved combos, and team sharing on Pro ($24.99/mo).

Frequently asked questions

Find your best model in minutes

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