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TokenSwarm
Live LLM API pricing & accurate GPU VRAM calculator
TokenSwarm is a free, no-signup utility hub for AI builders. Instantly compare live API pricing across 300+ models and accurately calculate GPU VRAM requirements (including KV cache and context length overhead) before running local models.
Hi Product Hunt! 👋
I built TokenSwarm out of personal frustration. Running local models is amazing, but the constant math required to figure out if a model will fit in my GPU (calculating weights, KV cache, batch sizes) was slowing me down. The same goes for tracking live API costs.
So, I built a central hub to handle all this instantly. It’s a 100% free utility, with no sign-ups or ads. Just raw tools for developers.
I would absolutely love to hear your feedback. Are there any specific VRAM parameters I missed? Which model providers should I add next? Let me know!
About TokenSwarm on Product Hunt
“Live LLM API pricing & accurate GPU VRAM calculator”
TokenSwarm was submitted on Product Hunt and earned 4 upvotes and 3 comments, placing #159 on the daily leaderboard. TokenSwarm is a free, no-signup utility hub for AI builders. Instantly compare live API pricing across 300+ models and accurately calculate GPU VRAM requirements (including KV cache and context length overhead) before running local models.
On the analytics side, TokenSwarm competes within Developer Tools and Artificial Intelligence — topics that collectively have 988.5k followers on Product Hunt. The dashboard above tracks how TokenSwarm performed against the three products that launched closest to it on the same day.
Who hunted TokenSwarm?
TokenSwarm was hunted by Medfouni Imad. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of TokenSwarm including community comment highlights and product details, visit the product overview.
Medfouni Imad