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MLE-Bench

2 models scored · metric: average position score. Prices are the cheapest listed across all serving providers. Cost/run and Pts/$ are priced for the chat token profile — short turns, light history, little caching — an assistant in a product.

This benchmark has not been calibrated to a token profile, so the figures use the site default. Treat the ordering as indicative rather than tuned to MLE-Bench. Profile: 1.5k in · 500 out · 20% cache hit · 8k context.

Scores are facts as publicly reported by labs (see report links below and on each model page) and aggregated via models.dev. MLE-Bench is maintained by its own project — Model Pulse is not affiliated with or endorsed by it.

Best value · top 2 by pts per dollar · chat profile
  1. 1.Gemini 3.5 Flash Lite48,239
  2. 2.Gemini 3.6 Flash45,633
2 models
#
🥇Gemini 3.6 Flashgoogle
63.9
$0.375$1.880.140¢45,6331.05M
🥈Gemini 3.5 Flash Litegoogle
39.2
$0.15$1.250.081¢48,2391.05M

Score reports: deepmind.google · deepmind.google — full source URLs are linked on each model page.

Cheapest scorer: Gemini 3.5 Flash Lite at $0.15 input /M.