Feel how fast a local LLM will run before you buy hardware

Llmspeed simulates tokens per second and time to first token for models like Qwen, Gemma and GPT-OSS on GPUs and Macs, based on verified benchmarks, so you can feel the speed before you buy.

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Source

albinstman on Hacker News · 2026-10-17 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-16.

What they did

Llmspeed simulates tokens per second and time to first token for models like Qwen, Gemma and GPT-OSS on GPUs and Macs, based on verified benchmarks, so you can feel the speed before you buy.

Result (as claimed)

Live at llmspeed.dev; 117 points on Show HN.

Tools they used

The source does not name specific tools.

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Goal: Feel how fast a local LLM will run before you buy hardware
What the original author did: Llmspeed simulates tokens per second and time to first token for models like Qwen, Gemma and GPT-OSS on GPUs and Macs, based on verified benchmarks, so you can feel the speed before you buy.
Reported result (as claimed by the author): Live at llmspeed.dev; 117 points on Show HN.
Source: https://news.ycombinator.com/item?id=50127979
Tools they used: not named in the source
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

You are helping me set up this AI use case end to end in Codex.

Goal: Feel how fast a local LLM will run before you buy hardware
What the original author did: Llmspeed simulates tokens per second and time to first token for models like Qwen, Gemma and GPT-OSS on GPUs and Macs, based on verified benchmarks, so you can feel the speed before you buy.
Reported result (as claimed by the author): Live at llmspeed.dev; 117 points on Show HN.
Source: https://news.ycombinator.com/item?id=50127979
Tools they used: not named in the source
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

You are helping me set up this AI use case end to end in Grok Bot.

Goal: Feel how fast a local LLM will run before you buy hardware
What the original author did: Llmspeed simulates tokens per second and time to first token for models like Qwen, Gemma and GPT-OSS on GPUs and Macs, based on verified benchmarks, so you can feel the speed before you buy.
Reported result (as claimed by the author): Live at llmspeed.dev; 117 points on Show HN.
Source: https://news.ycombinator.com/item?id=50127979
Tools they used: not named in the source
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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