# NVIDIA B200

9 Hacker News commenters recommended NVIDIA B200 and 4 criticized it, November 2025 to November 2026. It was recommended in 7 of 13 months.

**Verdict:** Recommended for top raw AI throughput, a maturing software stack and low cost per token. Main caveat: rented B200 instances are scarce or pricey.

## Why people recommend it

- Cheapest cost per generated token (2 comments): "B200 is also the cost efficiency leader under updated run-cost estimates." ([source](https://news.ycombinator.com/item?id=46970758)) "Nvidia B200s are the cheapest way, by far, to generate tokens" ([source](https://news.ycombinator.com/item?id=46987058))
- Strong measured and raw performance (2 comments): "Their measured performance on things people care about keep going up, and their software stack keeps getting better" ([source](https://news.ycombinator.com/item?id=46627013)) "While the B200 wins on raw FP8 throughput (~9000 vs 4614 TFLOPs)" ([source](https://news.ycombinator.com/item?id=46070648))

## What people warn about

- Custom inference chips beat it on cost (2 comments): "Even currently, Google's Tensor can do inference cheaper and more efficiently than a B200" ([source](https://news.ycombinator.com/item?id=50093654)) "dedicated inference chips without an 80% profit margin rather than the B200" ([source](https://news.ycombinator.com/item?id=50093213))
- Rented instances scarce or pricey (2 comments): "every time no such instances were available or they were more like 5x what you mention at the cheapest" ([source](https://news.ycombinator.com/item?id=50020580)) "what's happening to those of us who need to rent 8xB200 to run a model like DSV4" ([source](https://news.ycombinator.com/item?id=48243988))

## Alternatives hackers recommend

- [NVIDIA H100](https://hackerapproved.com/p/nvidia-h100.md): 20 recommend
- [NVIDIA Tesla V100](https://hackerapproved.com/p/nvidia-tesla-v100.md): 16 recommend
- [AMD Instinct MI355X](https://hackerapproved.com/p/amd-instinct.md): 14 recommend
- [Nvidia A100](https://hackerapproved.com/p/nvidia-a100-gpu.md): 10 recommend
- [Intel D270 GPU AI Accelerator](https://hackerapproved.com/p/intel-d270-gpu-ai-accelerator.md): 10 recommend

## Where to get it

- [Visit the official site](https://www.nvidia.com/en-us/)

## Cite as

Hacker Approved, "NVIDIA B200", https://hackerapproved.com/p/nvidia-b200/ (counts from 1,795,640 Hacker News comments, November 2025 to November 2026).