+
+
+
+
+
+
+
+
VS
VS
VS
VS
VS
VS
GLM-4.5 vs Llama 3.1 405B Instruct
Comprehensive side-by-side LLM comparison
Llama 3.1 405B Instruct leads with 17.7% higher average benchmark score. GLM-4.5 offers 6.1K more tokens in context window than Llama 3.1 405B Instruct. Both models have similar pricing. Llama 3.1 405B Instruct is available on 8 providers. Overall, Llama 3.1 405B Instruct is the stronger choice for coding tasks.
+
+
+
+
Zhipu AI
GLM-4.5 is a language model developed by Zhipu AI. It achieves strong performance with an average score of 64.0% across 14 benchmarks. It excels particularly in MATH-500 (98.2%), AIME 2024 (91.0%), MMLU-Pro (84.6%). It supports a 262K token context window for handling large documents. The model is available through 3 API providers. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Zhipu AI's latest advancement in AI technology.
+
+
+
+
Meta
Llama 3.1 405B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 79.2% across 18 benchmarks. It excels particularly in ARC-C (96.9%), GSM8k (96.8%), API-Bank (92.0%). It supports a 256K token context window for handling large documents. The model is available through 8 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.
1 year newer
Llama 3.1 405B Instruct
Meta
2024-07-23
GLM-4.5
Zhipu AI
2025-07-28
Pricing Comparison
Cost per million tokens (USD)
+
+
+
+
GLM-4.5
Input:$0.40
Output:$1.60
+
+
+
+
Llama 3.1 405B Instruct
Input:$0.89
Output:$0.89($0.22 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 30 common benchmarks
+
+
+
+
GLM-4.5
Average Score:29.9%
+
+
+
+
Llama 3.1 405B Instruct
Average Score:47.5%(+17.7%)
Provider Availability & Performance
Available providers and their performance metrics
+
+
+
+
GLM-4.5
3 providers
DeepInfra
Novita
ZeroEval
Throughput: 85 tok/s
Latency: 0.7ms
+
+
+
+
Llama 3.1 405B Instruct
+
+
+
+
GLM-4.5
Avg Score:29.9%
Providers:3
+
+
+
+
Llama 3.1 405B Instruct
Avg Score:47.5%(+17.7%)
Providers:8