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Technical guides, market updates and practical tips for enterprise developers

How to Deploy a LoRA as an API
Serverless AI Inference
8 min read

How to Deploy a LoRA as an API

Two ways to turn a custom LoRA into an API on fal: hosted trainers and LoRA inference APIs with no servers, or your own trainer and serving app on fal Serverless.

Jim CaiOct 30, 2026
NVIDIA GB200 Price in 2026: What a GPU, a Tray and an NVL72 Rack Cost
Serverless AI Inference
7 min read

NVIDIA GB200 Price in 2026: What a GPU, a Tray and an NVL72 Rack Cost

The GB200 is sold as a superchip and deployed as a 72-GPU NVL72 rack. This guide prices each unit per hour, explains when the rack-scale NVLink domain is worth paying for, and compares GB200 with B200 and B300.

Jim CaiOct 30, 2026
How to Deploy a Video Generation Model in Production
Serverless AI Inference
8 min read

How to Deploy a Video Generation Model in Production

Serve Wan and other open video models as a queue-backed API on fal Serverless: pick a GPU with hardware encoders, keep weights on /data, cut cold starts and scale between bursts.

Jim CaiOct 29, 2026
NVIDIA RTX PRO 6000 Price in 2026: Hourly Rates, Media Workloads and H100 Comparison
Serverless AI Inference
7 min read

NVIDIA RTX PRO 6000 Price in 2026: Hourly Rates, Media Workloads and H100 Comparison

NVIDIA RTX PRO 6000 price in 2026: about $15,000-$16,000 to buy, $4.00 per GPU-hour on fal. Specs, image and video cost math, and RTX PRO 6000 vs H100.

Jim CaiOct 29, 2026
How To Use Kling 4.0: Prompts & Workflows [2026]
AI Tools & Model Comparisons
24 min read

How To Use Kling 4.0: Prompts & Workflows [2026]

Four invented brands run through all four Kling 4.0 modes on fal, from product elements built on Nano Banana 2.1 stills to multi-shot ads, 21:9 heroes, Japanese dialogue and video edits.

John OzuysalOct 29, 2026
ComfyUI API: Deploy a ComfyUI Workflow as an Endpoint
Serverless AI Inference
9 min read

ComfyUI API: Deploy a ComfyUI Workflow as an Endpoint

Turn a ComfyUI workflow into an API on fal Serverless: export it in API format, wrap ComfyUI in a fal.App, keep checkpoints on /data and deploy an autoscaling GPU endpoint.

Jim CaiOct 28, 2026
NVIDIA H200 Price in 2026: Specs, Hourly Rates and Buy vs Rent
Serverless AI Inference
6 min read

NVIDIA H200 Price in 2026: Specs, Hourly Rates and Buy vs Rent

NVIDIA H200 price in 2026: about $30,000-$34,000 to buy, $6.00 per GPU-hour on fal, billed per second. Specs, H100 and B200 comparison, buy vs rent.

Jim CaiOct 28, 2026
10 Best AI Image-to-Video Generators in 2026
AI Tools & Model Comparisons
21 min read

10 Best AI Image-to-Video Generators in 2026

One earbuds product shot run through FLUX 3 Max, H3 Max, MiniMax H3, Seedance 2.5, Gemini Omni Flash 1.1, Wan 3.0, FLUX 3, Kling 4.0, Happy Horse 1.1 and Seedance 2.0 on fal, ranked on Elo, speed and price.

John OzuysalOct 28, 2026
How to Deploy ML Models on GPUs Without Kubernetes
Serverless AI Inference
8 min read

How to Deploy ML Models on GPUs Without Kubernetes

Deploy any Python model as an autoscaling GPU API on fal Serverless from one class, a custom container or an existing HTTP server, with no Docker or Kubernetes to run.

Jim CaiOct 27, 2026
NVIDIA H100 Price in 2026: Specs, Hourly Rates and Buy vs Rent
Serverless AI Inference
6 min read

NVIDIA H100 Price in 2026: Specs, Hourly Rates and Buy vs Rent

NVIDIA H100 price in 2026: about $27,000–$37,000 to buy, $4.50/h on fal billed per second. Specs, A100 comparison and buy-vs-rent break-even.

Jim CaiOct 27, 2026
NVIDIA B300 Price in 2026: Blackwell Ultra Specs, Hourly Rates and Reservations
Serverless AI Inference
7 min read

NVIDIA B300 Price in 2026: Blackwell Ultra Specs, Hourly Rates and Reservations

The NVIDIA B300 pairs 288 GB of HBM3e with 1.5 times the B200's FP4 compute. This guide covers its specs, how B300 time is priced, fal's published B300 rates with worked cost examples, and how to reserve capacity.

Alex Matthews
Alex Matthews
Oct 26, 2026
Serverless Inference: How Autoscaling and Scale-to-Zero Work
Serverless AI Inference
8 min read

Serverless Inference: How Autoscaling and Scale-to-Zero Work

How fal Serverless sizes your GPU fleet: what each runner state costs, how min_concurrency, keep_alive, concurrency_buffer and max_concurrency combine, and how to tune a live app.

Jim CaiOct 26, 2026