GLM 5.2 vs Nova 2 Lite (Comparative Analysis)
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Comparative Analysis: GLM 5.2 vs. Nova 2 Lite
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Overview
Nova 2 Lite was released 6 months before GLM 5.2.
 GLM 5.2 |  Nova 2 Lite | |
|---|---|---|
Model Provider The organization behind this AI's development | Z.AI | Amazon |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 1M tokens |
Output Token Limit Maximum output tokens this model can generate at once | 131.1K tokens | 65.5K tokens |
Release Date When this model first became publicly available | June 16, 2026 1 month ago June 16th, 2026 | December 2, 2025 7 months ago December 2nd, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
GLM 5.2 | Nova 2 Lite | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text🖼️Image🎬Video📁File |
Reasoning Controls Defaults and configurable reasoning effort | Enabled by defaultEffort: Extra High, HighDefault: High | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Other | Nova |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function CallingStructured Output✓Reasoning Mode✓Content Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
GLM 5.2 is roughly 2.3x more expensive compared to Nova 2 Lite for input tokens and roughly 0.9x less expensive for output tokens.
| GLM 5.2 | Nova 2 Lite | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.70 per million tokens | $0.30 per million tokens |
Output Token Cost Cost per million output tokens | $2.20 per million tokens | $2.50 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.13 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between GLM 5.2 and Nova 2 Lite.
| GLM 5.2 | Nova 2 Lite | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 51.1 (Artificial Analysis index; higher is better) | 18.2 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | 68.8 (Artificial Analysis index; higher is better) | 23 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | 43.1 (Artificial Analysis index; higher is better) | 3.1 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,355 Elo (#3 in 3D (59.1% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes GLM 5.2 and Nova 2 Lite unique.
GLM 5.2 by Z.AI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $0.70/M input and $2.20/M output tokens. Released June 16th, 2026.Nova 2 Lite by Amazon understands both text and images, analyzes video, can use external tools and APIs, offers advanced reasoning. It can handle standard conversations with its 1M token context window. Reasonably priced at $0.30/M input and $2.50/M output tokens. Includes built-in content moderation for safer outputs. Released December 2nd, 2025.Explore More Comparisons
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