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Side-by-side comparison of API pricing, context window, latency, and benchmark performance. Data refreshed daily from provider APIs and ModelStop's own latency probes.
💰Amazon Titan Text Express is 93% cheaper than Z.ai: GLM 5.3 Prime
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Amazon Titan Text Express is 1300% cheaper
| Spec | Amazon Titan Text Express | Z.ai: GLM 5.3 Prime |
|---|---|---|
| Provider | amazon | z-ai |
| Input price / 1M tokens | $0.20 | $2.80 |
| Output price / 1M tokens | $0.60 | $8.80 |
| Context window | 8k tokens | 1000k tokens |
| Latency (p50) | — | — |
| Best benchmark score | — | — |
| Open source | No | No |
Amazon Titan Text Express is a generative LLM for summarization, text generation, classification, open-ended Q&A, and information extraction. Optimized for enterprise workloads via AWS Bedrock.
GLM-5.3-Prime is the high-speed variant of Z.ai's GLM-5.3, inheriting its full capabilities while delivering 1.5–2× the output throughput through inference acceleration. It supports text input and output with a 1M-token...
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