GoML LLM Leaderboard and Model Alternative Evaluator

Every model we tested and put in production is here. Search any model, or filter by industry and use case. See where GoML runs it, what it was weighed against, and the model we'd pick now.

The LLM Leaderboard for Production

📊 Most-used models ›

LLM Leaderboard for Top AI Use Cases

Dominant model for each kind of work, across GoML's delivered customer work. Tap a row to open it.

How GoML picks a model

01

Work dictates model choice

We match the model to the task in front of us. Based on 300+ pilot and production builds over 3 years, we have seen models perform in the real world.

02

Best-fit model

If a small or open-weight model fits, we use it. Since 2026, we have seen customers' and our model choices embrace open-wight models while frontier models continue to be chosen.

03

What works today

Every model choice listed here also includes what we'd pick today for the same ask. As models have evolved, we have kept pace through out production work.

From frontier to Jev, we've built AI systems with 50+ models

Open-weight alternatives work

Gemma 4 31B

An offline-capable tutor for low-connectivity schools. Picked for footprint and licence, not peak capability.

Frontier models for high impact use cases

Claude Opus 5.5

Contract review across jurisdictions, where a missed clause carries real liability and the reasoning justifies the top tier.

Weighing a model for your own build?

This is the read GoML does for a living: the right model for the job, the alternatives worth a look, and what to use now. Tell us the use case and we'll point you at where we'd start.

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