# Ant Ling's stack hits 102.88 tok/s on synthetic workload, +185.1%

> Original title: On a synthetic workload with 32K input and 2K output tokens, the combined stack reached 102.88 tok/s—+185.1% over the baseline.

- Source: Ant Ling
- Published: 2026-10-29T05:41:16.000Z
- Bad Influence: https://badinfluence.news/items/vs4h8kwjzzsz4plugq0vez8z2
- Original: https://x.com/AntLingAGI/status/2115680343726674193

## Summary

Ant Ling reports a combined inference stack reaching 102.88 tokens per second on a synthetic workload with 32K input and 2K output tokens, a 185.1% gain over its baseline. The company cautions that the result is workload-specific, noting MTP accepted 2.68 tokens per round on GSM8K versus 3.90 on the synthetic test. It says real workloads must be benchmarked independently.

## Post

On a synthetic workload with 32K input and 2K output tokens, the combined stack reached 102.88 tok/s—+185.1% over the baseline.
But this is workload-specific. On GSM8K, MTP accepted 2.68 tokens per round, versus 3.90 on the synthetic test. Real workloads must be benchmarked independently.