The community's decision engine

The most effective AI helper for your dollar — by hardware class.

Every Founder contributes a row. The map below shows the winning AI for every tier of consumer hardware — no subscription stacking, no VPS, no guessing from Reddit threads.

#1

Jake (Big Evo · Ryzen AI MAX+ 395)

AMD Ryzen AI MAX+ 395 (16C/32T) | Radeon 8060S iGPU | 128 GB unified / 96 GB UMA · 8 models tested · top model: qwen3-coder:30b
65.6 tok/s
huge
#2

Jake (MSI | RTX 4060)

Intel i7-13700F | RTX 4060 8GB | 32GB DDR5 · 7 models tested · top model: moondream:1.8b
220.3 tok/s
small
#3

Jake (Nucbox K16 | Radeon 680M iGPU)

AMD Ryzen 7 7735HS | Radeon 680M iGPU | 23.5GB unified | 32GB DDR5-6400 · 22 models tested · top model: qwen2.5:0.5b
95.8 tok/s
huge

3 entries · scores represent each Founder's best benchmark per category. Submit your own from the desktop app.

How to submit

Get on the board in three steps.

  1. Run the benchmark from the Actions tab — pick the models you want to test
  2. On the License tab, set a display name. Anonymous, casual, or your real name — your call
  3. Click "Submit to leaderboard." Goes through moderation, lands on this page within a day

Hardware specs are aggregated to a class (tiny / small / medium / large / huge). Your exact CPU model, GPU model, or location are never published. License key and machine ID are never sent to the leaderboard endpoint.