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MLS-Bench-Lite

2 models scored · metric: 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 MLS-Bench-Lite. 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. MLS-Bench-Lite 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.Kimi K2.7 Code35,702
  2. 2.Qwen3.8 Max Preview7,289
2 models
#
🥇Qwen3.8 Max Previewalibaba
41
$2$60.563¢7,2891M
🥈Kimi K2.7 Codemoonshotai
35.1
$0.275$1.100.098¢35,702271K
1–2 of 2 models

Score reports: alibabacloud.com · huggingface.co — full source URLs are linked on each model page.

Cheapest scorer: Kimi K2.7 Code at $0.275 input /M.