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Model Pulse

Leaderboard

FrontierSWEofficial site ↗

3 models scored · metric: dominance 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 FrontierSWE. 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. FrontierSWE is maintained by its own project — Model Pulse is not affiliated with or endorsed by it.

Best value · top 3 by pts per dollar · chat profile
  1. 1.GLM-5.280,650
  2. 2.Qwen3.8 Max Preview13,067
  3. 3.Kimi K312,257
3 models
#
🥇Kimi K3moonshotai
81.2
$2$80.662¢12,2571.05M
🥈GLM-5.2zhipuai
74.4
$0.3$1.050.092¢80,6501.05M
🥉Qwen3.8 Max Previewalibaba
73.5
$2$60.563¢13,0671M
1–3 of 3 models

Score reports: kimi.com · z.ai · alibabacloud.com — full source URLs are linked on each model page.

Cheapest scorer: GLM-5.2 at $0.3 input /M.