GLM-4.7-Flash (Non-reasoning) API Provider Benchmarking & Analysis

GLM-4.7-Flash (Non-reasoning) is available through 2 API providers: Amazon and Novita. Each provider offers different performance characteristics and pricing.

GLM-4.7-Flash (Non-reasoning) is currently available through 2 API providers that we benchmark and track.

The fastest providers for GLM-4.7-Flash (Non-reasoning) by output speed are Amazon (197.9 t/s) and Novita (62.2 t/s). Output speed measures how quickly tokens are generated after the model starts responding.

The providers with the lowest time to first token for GLM-4.7-Flash (Non-reasoning) are Amazon (0.99s) and Novita (5.07s). Lower latency means faster initial response time.

The most affordable providers for GLM-4.7-Flash (Non-reasoning) by blended price are Novita ($0.06 per 1M tokens) and Amazon ($0.10 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.

The providers with the lowest input token pricing for GLM-4.7-Flash (Non-reasoning) are Amazon ($0.07 per 1M input tokens) and Novita ($0.07 per 1M input tokens).

The providers with the lowest output token pricing for GLM-4.7-Flash (Non-reasoning) are Amazon ($0.40 per 1M output tokens) and Novita ($0.40 per 1M output tokens).

Prices for GLM-4.7-Flash (Non-reasoning) vary up to 1.7x across providers. The most affordable is Novita at $0.06 per 1M tokens, while Amazon charges $0.10 per 1M tokens.

Output speed for GLM-4.7-Flash (Non-reasoning) varies significantly across providers. Amazon is the fastest at 197.9 t/s, which is 3.2x faster than Novita at 62.2 t/s.

1 of 2 providers support JSON mode for GLM-4.7-Flash (Non-reasoning): Novita.

All 2 providers of GLM-4.7-Flash (Non-reasoning) support function calling (tool use).

For GLM-4.7-Flash (Non-reasoning), Amazon offers the best performance with highest speed and lowest latency. For cost optimization, Novita provides the most competitive pricing.

When choosing a provider for GLM-4.7-Flash (Non-reasoning), consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.

Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.

For information about GLM-4.7-Flash (Non-reasoning)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview