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GLM 4.7 vs Solar Pro 3

Zhipu AI vs Upstage — benchmarks, pricing, and capabilities side by side.

  • GLM 4.7 has the higher intelligence index (89 vs 72.4)
  • Solar Pro 3 is cheaper ($0.15 vs $0.40 per 1M input)
  • GLM 4.7 has a larger context window (203K)
GLM 4.7Solar Pro 3
Intelligence index8972.4
DeveloperZhipu AIUpstage
TypeLLMLLM
AccessOpen weightsAPI only
Context window202,752 tokens128,000 tokens
Input price$0.40 / 1M$0.15 / 1M
Output price$1.75 / 1M$0.60 / 1M
Speed98 tok/s
ReleasedDecember 22, 2025January 27, 2026
Parameters
Input modalitiesTextText
Output modalitiesTextText

Shared benchmarks

GLM 4.7
Solar Pro 3
GPQA Diamond
85.9
72.4
Humanity’s Last Exam
25.1
10.1