Model Comparison

GLM-4.5V vs Nova Pro

Comparing GLM-4.5V and Nova Pro across benchmarks, pricing, and capabilities.

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Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

GLM-4.5V and Nova Pro don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

GLM-4.5V costs less

For input processing, GLM-4.5V ($0.55/1M tokens) is 1.5x cheaper than Nova Pro ($0.80/1M tokens).

For output processing, GLM-4.5V ($2.19/1M tokens) is 1.5x cheaper than Nova Pro ($3.20/1M tokens).

In conclusion, Nova Pro is more expensive than GLM-4.5V.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers

Thu May 14 2026 • llm-stats.com

GLM-4.5V

Input tokens$0.55

Output tokens$2.19

Best providerFireworks

Nova Pro

Input tokens$0.80

Output tokens$3.20

Best providerAWS Bedrock

Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Nova Pro accepts 300,000 input tokens compared to GLM-4.5V's 131,072 tokens. Nova Pro can generate longer responses up to 300,000 tokens, while GLM-4.5V is limited to 131,072 tokens.

GLM-4.5V

Input131,072 tokens

Output131,072 tokens

Nova Pro

Input300,000 tokens

Output300,000 tokens

Thu May 14 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GLM-4.5V and Nova Pro support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GLM-4.5V

Text

Images

Audio

Video

Nova Pro

Text

Images

Audio

Video

License

Usage and distribution terms

GLM-4.5V is licensed under MIT, while Nova Pro uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

GLM-4.5V

MIT

Open weights

Nova Pro

Proprietary

Closed source

Release Timeline

When each model was launched

GLM-4.5V was released on 2025-08-11, while Nova Pro was released on 2024-11-20.

GLM-4.5V is 9 months newer than Nova Pro.

GLM-4.5V

Aug 11, 2025

9 months ago

8mo newer

Nova Pro

Nov 20, 2024

1.5 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

GLM-4.5V is available from Fireworks, Novita. Nova Pro is available from Bedrock.

GLM-4.5V

Fireworks

Input Price:Input: $0.55/1MOutput Price:Output: $2.19/1M

Novita

Input Price:Input: $0.60/1MOutput Price:Output: $2.20/1M

Nova Pro

AWS Bedrock

Input Price:Input: $0.80/1MOutput Price:Output: $3.20/1M

* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

GLM-4.5V

View details

Zhipu AI

Less expensive input tokens

Less expensive output tokens

Has open weights

Nova Pro

View details

Amazon

Larger context window (300,000 tokens)

Detailed Comparison

AI Model Comparison Table
Feature	GLM-4.5V	Nova Pro

FAQ

Common questions about GLM-4.5V vs Nova Pro.

Which is better, GLM-4.5V or Nova Pro?

GLM-4.5V (Zhipu AI) and Nova Pro (Amazon) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does GLM-4.5V compare to Nova Pro in benchmarks?

Nova Pro scores ARC-C: 94.8%, GSM8k: 94.8%, DocVQA: 93.5%, IFEval: 92.1%, ChartQA: 89.2%.

Is GLM-4.5V cheaper than Nova Pro?

GLM-4.5V is 1.5x cheaper for input tokens. GLM-4.5V costs $0.55/M input and $2.19/M output via fireworks. Nova Pro costs $0.80/M input and $3.20/M output via bedrock.

What are the context window sizes for GLM-4.5V and Nova Pro?

GLM-4.5V supports 131K tokens and Nova Pro supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GLM-4.5V and Nova Pro?

Key differences include context window (131K vs 300K), input pricing ($0.55 vs $0.80/M), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-4.5V and Nova Pro?

GLM-4.5V is developed by Zhipu AI and Nova Pro is developed by Amazon.