---
format: "aidr-story-markdown/v1"
id: "066f5843733293d9160fd766c883f1aaf99029a0bc2884f31df885511d9b5c7b"
canonical_url: "https://aidr.today/066f5843?lang=en"
title: "GLM-5.3 Hits 310 Tok/s on Databricks to Top Open Source Coding Benchmarks"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-09-02T12:17:13.000Z"
category: "Models"
topics: ["glm","open-source","coding","inference","benchmark"]
source_urls: ["https://huggingnews.com/ai/update-glm-53-hits-310-toks-on-databricks-to-top-open-source-coding-benc-0f2fa1ca","https://x.com/Yuchenj_UW/status/2094993931268420072","https://x.com/stochasticchasm/status/2094999414867972506","https://x.com/AravSrinivas/status/2095000827761193257","https://x.com/matei_zaharia/status/2095000878550028579"]
summary: "Zai_org’s open-weight GLM-5.3 and GLM-5.3-Flash models integrated into the Databricks, Arcee, and Perplexity platforms this week. Databricks reported an inference speed of 310 tok/s for GLM-5.3, which it ranked as the strongest open-source model for coding based on internal benchmarks. The Perplexity Agent API expanded its offering to 42 models with the addition of the GLM-5.3 release. Arcee incorporated both the standard and Flash variants into its API catalog, while Databricks noted that the model's capabilities are competitive with Fable 5 and Opus 4.8."
---

# GLM\-5\.3 Hits 310 Tok/s on Databricks to Top Open Source Coding Benchmarks

> [Open the canonical story](<https://aidr.today/066f5843?lang=en>)

**Published:** 2026-09-02T12:17:13.000Z
**Category:** Models
**Topics:** glm, open\-source, coding, inference, benchmark

## Summary

Zai\_org’s open\-weight GLM\-5\.3 and GLM\-5\.3\-Flash models integrated into the Databricks, Arcee, and Perplexity platforms this week\. Databricks reported an inference speed of 310 tok/s for GLM\-5\.3, which it ranked as the strongest open\-source model for coding based on internal benchmarks\. The Perplexity Agent API expanded its offering to 42 models with the addition of the GLM\-5\.3 release\. Arcee incorporated both the standard and Flash variants into its API catalog, while Databricks noted that the model's capabilities are competitive with Fable 5 and Opus 4\.8\.

## Sources

- [Story source](<https://huggingnews.com/ai/update-glm-53-hits-310-toks-on-databricks-to-top-open-source-coding-benc-0f2fa1ca>)
- [Story source](<https://x.com/Yuchenj_UW/status/2094993931268420072>)
- [Supporting source](<https://x.com/stochasticchasm/status/2094999414867972506>)
- [Story source](<https://x.com/AravSrinivas/status/2095000827761193257>)
- [Supporting source](<https://x.com/matei_zaharia/status/2095000878550028579>)