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GLM-4.6 vs Qwen3-Next-80B-A3B-Instruct
Comprehensive side-by-side LLM comparison
GLM-4.6 leads with 19.6% higher average benchmark score. GLM-4.6 offers 65.5K more tokens in context window than Qwen3-Next-80B-A3B-Instruct. Qwen3-Next-80B-A3B-Instruct is $0.95 cheaper per million tokens. GLM-4.6 supports multimodal inputs. Overall, GLM-4.6 is the stronger choice for coding tasks.
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Zhipu AI
GLM-4.6 was introduced as an enhanced iteration of the GLM-4 series, designed to provide improved capabilities in bilingual language understanding and generation. Built to incorporate refinements to the GLM architecture, it represents continued advancement in Zhipu AI's model development.
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Alibaba Cloud / Qwen Team
Qwen3-Next 80B Instruct was developed as the instruction-tuned version of Qwen3-Next 80B, designed to combine large-scale mixture-of-experts architecture with reliable instruction-following. Built to demonstrate efficient deployment of capable models, it balances advanced performance with practical computational efficiency.
20 days newer
Qwen3-Next-80B-A3B-Instruct
Alibaba Cloud / Qwen Team
2025-09-10
GLM-4.6
Zhipu AI
2025-09-30
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Pricing Comparison
Cost per million tokens (USD)
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GLM-4.6
Input:$0.60
Output:$2.00
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Qwen3-Next-80B-A3B-Instruct
Input:$0.15
Output:$1.50($0.95 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 3 common benchmarks
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GLM-4.6
Average Score:85.9%(+19.6%)
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Qwen3-Next-80B-A3B-Instruct
Average Score:66.3%
Provider Availability & Performance
Available providers and their performance metrics
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GLM-4.6
2 providers
DeepInfra
Throughput: 85 tok/s
Latency: 0.7ms
ZeroEval
Throughput: 85 tok/s
Latency: 0.7ms
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Qwen3-Next-80B-A3B-Instruct
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GLM-4.6
Avg Score:85.9%(+19.6%)
Providers:2
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Qwen3-Next-80B-A3B-Instruct
Avg Score:66.3%
Providers:1