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GLM 4.5 vs Seed 1.6

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GLM 4.5 and Seed 1.6.

Zhipu AI

GLM 4.5

GLM-4.5 is our latest flagship foundation model, purpose-built for agent-based applications. It leverages a Mixture-of-Experts (MoE) architecture and supports a context length of up to 128k tokens. GLM-4.5 delivers significantly...

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ByteDance

Seed 1.6

Seed 1.6 is a general-purpose model released by the ByteDance Seed team. It incorporates multimodal capabilities and adaptive deep thinking with a 256K context window.

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Technical Specifications

SpecificationGLM 4.5Seed 1.6
ProviderZhipu AIByteDance
Context Window131,072 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-07-252025-12-23

API Pricing Comparison

Input Price per Million Tokens

GLM 4.5

$0.60

Seed 1.6

$0.25

Output Price per Million Tokens

GLM 4.5

$2.20

Seed 1.6

$2.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

GLM 4.5 Quirks & Gotchas

No developer gotchas reported.

Seed 1.6 Quirks & Gotchas

No developer gotchas reported.