
LLM Pricing
GPU Per Hour
CloudGPU.app
TensorDock GPU Cloud
Vast.ai
LLM Price Watch
LLM API Pricing Calculator
Real-time pricing for thousands of AI models across 70+ cloud providers. GPU rental included. Updated daily.

Which is more popular?
Based on our record, TokenBar seems to be more popular. It has been mentioned 51 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | computeunion.net | tokenbar.site |
| Pricing | — | |
| Company | Startup from 新加坡 · 2026 | Startup from the United States |
| Listed in |
In their own words, as submitted to SaaSHub.


ComputeUnion aggregates real-time pricing data for AI APIs and GPU cloud rentals across 70+ platforms, so developers stop wasting time on manual price checks. ▎ ▎ Compare 3,000+ models — GPT-5, Claude 4, Gemini 2.5, DeepSeek, and more — with prices updated every 6 hours via automated scrapers....
TokenBar is a local-first macOS menu bar app for AI usage visibility and spend awareness. It helps developers, founders, and AI power users monitor token usage, credits, reset windows, provider mix, and cost movement across tools like OpenAI, Claude, Gemini, Cursor, Copilot, OpenRouter, Ollama,...
What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
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Foundry VTT - Module Review - Monk's TokenBar
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing ComputeUnion and TokenBar.
ComputeUnion's answer
ComputeUnion was built out of personal frustration. Manually checking prices across a dozen AI platforms before every project was tedious and error-prone. The solution was to automate the entire process — building scrapers for every major provider and presenting the data in one unified interface. What started as a personal tool grew into a platform covering 70+ providers and 3,000+ models.
ComputeUnion's answer
ComputeUnion is one of the few platforms that tracks both AI API pricing and GPU cloud rental rates in one place, with data updated hourly via automated scrapers — not manually maintained spreadsheets. It also covers CN relay stations for developers in China, a niche completely ignored by Western competitors. With 150+ model-vs-model comparison pages and price history charts, it goes beyond simple price lists into actionable decision tools.
ComputeUnion's answer
Most price comparison sites rely on manually updated data that goes stale within days. ComputeUnion runs automated scrapers across 70+ platforms every hour, so the prices you see are the prices you'll actually pay. It also covers more provider types in one place — official APIs, third-party relays, and GPU rentals — eliminating the need to check multiple sources before making a decision.
ComputeUnion's answer
AI developers and ML engineers who use LLM APIs in production and want to minimize costs. Also serves researchers comparing GPU cloud providers for training workloads, and developers in China looking for cost-effective API relay stations.
ComputeUnion's answer
Next.js 14, TypeScript, Tailwind CSS, PostgreSQL, Python, Vercel
ComputeUnion's answer
▎ - Individual developers optimizing LLM API costs for side projects and startups ▎ - AI engineers at early-stage companies selecting inference providers ▎ - Researchers comparing GPU cloud costs for model training and fine-tuning
Share your experience with using ComputeUnion and TokenBar. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


We have no reviews of ComputeUnion yet. Be the first one to post
As someone constantly switching between AI tools, this is actually a pretty useful idea. Token usage and subscription limits get confusing fast, so having a lightweight menu bar app to track everything in one place...
Recommendations tracked on public social media and blogs since March 2021.


Tracking ComputeUnion since Jun 2026.
If you are building AI features and want cost to be obvious instead of mysterious, check out TokenBar. - Source: dev.to / 7 months ago
If you want to keep an eye on what AI is really costing you, TokenBar is here: https://tokenbar.site. - Source: dev.to / 7 months ago
I built TokenBar - a macOS menu bar utility that sits quietly in your menu bar and shows your real-time AI token usage across 20+ providers in one glance. - Source: dev.to / 7 months ago
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