
Canny.io
UserVoice
Nolt.io
Featurebase
Frill
productboard
Fider
User feedback in 1 simple overview 🔥

Portkey
liteLLM
Claude AI
Merlin Unified API
OpenAI
OpenRouter
Respan
Live LLM API Cost Simulator, SaaS Margin Stress-Tester & Router Generator
Which is more popular?
Based on our record, Upvoty seems to be more popular. It has been mentioned 1 time since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | upvoty.com | tokenmargin.dev |
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| Company | Startup from the Netherlands · 2018 | — |
| Listed in |
In their own words, as submitted to SaaSHub.


With Upvoty you are able to collect and manage valuable feedback from your users in 1 simple overview. You can also share your product roadmap to show your users what's next. Turn user feedback into actionable product optimizations! Try it for free!
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What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
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Walkthroughs and reviews on video.
Take Your Feedback Up A Level With Upvoty (Onboarding and Review)
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Upvoty and TokenMargin.dev.
TokenMargin.dev's answer:
TokenMargin is the only live AI FinOps simulator that combines real-time multi-provider API pricing (471+ commercial and open-weight models across 232 inference providers) with B2B SaaS gross margin stress-testing and 1-click LiteLLM / OpenRouter routing config generation. Unlike static token calculators, it models prompt caching hit rates (0–95%), multi-turn conversation bloat, UTC off-peak batch discounts, and 95th-percentile power-user seat risk automatically.
TokenMargin.dev's answer:
Most observability and gateway tools (like Helicone, Portkey, or OpenRouter) only show your LLM spend after you have already integrated their proxy and burned production budget. TokenMargin requires zero signup or SDK integration to simulate your exact monthly API bill, find the cheapest inference host for open-weight models (DeepSeek, Llama, Qwen), stress-test your SaaS seat pricing against P95 power users, and export a production-ready litellm_config.yaml or OpenRouter fallback JSON in one click.
TokenMargin.dev's answer:
B2B AI SaaS founders, CTOs, FinOps leads, and backend AI/LLM engineers who are building production applications on OpenAI, Anthropic Claude, Google Gemini, DeepSeek, Meta Llama, and Qwen, and need to protect their SaaS gross margins while routing traffic across multiple inference providers.
TokenMargin.dev's answer:
We built TokenMargin after watching AI SaaS startups price their seats at $20–$49/month based on average single-turn token math, only to have 95th-percentile power users and 15-turn context windows quietly push their gross margins negative. We wanted a zero-friction, always-updated FinOps command center where developers could stress-test their unit economics against live API pricing and generate automated hybrid routing configs in seconds.
TokenMargin.dev's answer:
TokenMargin is built with React 18, Vite, Tailwind CSS, and Node.js ES modules, deployed globally on Cloudflare Workers Edge, and powered by an autonomous 6-hour data pipeline that syncs live pricing, context windows, and endpoint deprecations across OpenRouter, Models.dev, and LiteLLM.
TokenMargin.dev's answer:
Share your experience with using Upvoty and TokenMargin.dev. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Upvoty is one of the best alternatives for Featurebase. It is a platform aimed at simplifying the management of customer feedback, enabling businesses to collect, prioritize, and address suggestions effectively....
Upvoty is a user feedback application that allows companies to easily receive, organize, and act on their customers’ opinions. It helps you gather, organize, and prioritize user feedback into actionable product...
Easily migrated from another tool, our team and users are loving Upvoty thus far, now 5 months in.
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Recommendations tracked on public social media and blogs since March 2021.


💬 User feedback: From the very start, we listened really carefully to the feedback of our users (of course by using our own product - upvoty.com). This resulted in us building a product that was valuable and people actually wanted to pay... Source: over 4 years ago
Tracking TokenMargin.dev since Oct 2026.
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