# AiPrice vs Edgee AiPrice records 2,110 monthly visits with -57.8% month-over-month growth and Freemium pricing. Edgee records 6,558 monthly visits with +96.9% growth and Freemium, Contact for Pricing pricing. | Metric | [AiPrice](https://openaitools.app/tool/aiprice) | [Edgee](https://openaitools.app/tool/edgee) | | :--- | :--- | :--- | | Website URL | https://aiprice.dev | https://www.edgee.ai | | Categories | AI API, Large Language Models (LLMs), AI Developer Tools | AI API, Large Language Models (LLMs), AI Developer Tools | | Pricing Model | Freemium | Freemium, Contact for Pricing | | Monthly Visits | 2,110 | 6,558 | | MoM Growth Rate | -57.8% | +96.9% | | Primary Market | India | Germany | | Direct Visits | 814 | 2,656 | | Review Score | 4 | 4.2 | | Saved Count | 3 | 0 | | Supported Platforms | Website | Website | ## AiPrice AiPrice solves a narrow but very practical problem for developers building on OpenAI: knowing what a prompt will cost before you send it. You post your model and content to the AiPrice API and it returns the prompt token count along with an estimated price, computed from OpenAI's published per-token rates. That makes it useful for cost dashboards, budget guards, internal tooling that needs to show users the cost of a request, or pre-flight checks before an expensive batch job. The service exposes a single, simple endpoint. You pass a model name and your content in a JSON body with an X-API-KEY header, and get the token count and pricing back. Supported models centre on the GPT and legacy text completion families, and a web-based calculator on the site lets you try the estimate without writing any code. Because the calculation is based on the latest available OpenAI pricing data, the vendor notes that results are estimates and actual billed costs may differ. Pricing is transparent and developer-friendly. There is a free monthly allowance with an API key issued by email, then Basic and Premium tiers at a few dollars a month with much larger credit allowances, plus a custom Enterprise tier with unlimited credits. AiPrice is built by Bench Labs and states clearly that it is not affiliated with, supported by or endorsed by OpenAI. **Pricing & Plans:** Free tier with 50 monthly credits, Basic at $1.99/month for 10,000 credits and Premium at $4.99/month for 100,000 credits, plus a custom Enterprise tier; no credit card needed to start. - **Prompt Cost Estimation:** Send a model name and content to the API and receive an estimated USD cost for that prompt based on OpenAI's published pricing. - **Token Counting:** Returns the prompt token count so you can validate prompt length and size before dispatching a request. - **Simple REST API:** A single documented POST endpoint with an X-API-KEY header, easy to drop into any stack or internal dashboard. - **In-Browser Calculator:** A web calculator lets you select a model and paste a prompt to see the token count and estimated price instantly. - **Developer Documentation:** Docs and an API reference describe supported models, request format and the credit system. **Strengths:** Extremely simple, single-endpoint API that is quick to integrate; Transparent published pricing with a usable free tier; Web calculator gives instant answers without writing any code; Clear disclosure that it is independent of OpenAI, avoiding brand confusion **Limitations:** Focused on OpenAI models only, so it does not cover other LLM providers; Costs are estimates and may drift from actual billing as OpenAI pricing changes; The site branding and copy look dated, with model support centred on older GPT and text-davinci families [Profile (Markdown)](https://openaitools.app/tool/aiprice.md) ## Edgee Edgee positions itself as an "Agent Gateway" rather than yet another chat wrapper. It installs as a CLI or desktop app and transparently proxies requests from tools such as Claude Code, Codex, Cursor, Copilot and OpenCode to whichever model your policy selects. Because it works as a transparent gateway, teams can adopt it in minutes without rewriting prompts or application code. The platform is built on three pillars: Route, Compress and Observe. Routing lets you set token budgets per developer, per squad or per organization, and automatically falls back to open-weight models (GLM, Kimi, MiniMax) when a budget fills or a provider fails, so sessions are never interrupted. Compression trims verbose tool-result payloads and encourages brevity, so the same useful output bills fewer tokens. Observability closes the loop by attributing cost and usage to a person, repository, PR or model, which is exactly the visibility engineering leaders need before the invoice arrives. Edgee can run in the cloud, with your own provider keys, or fully on-premise via Docker Compose or Helm, including air-gapped environments where prompts and completions never leave your network. **Pricing & Plans:** Edgee offers a free starting tier alongside paid plans, with an enterprise/on-premise option priced on request. Exact tier amounts are not published in detail on the homepage; check the pricing page for current figures. - **Budget-driven smart routing:** Assign token budgets per developer, squad or org, and let Edgee reroute requests to open-weight models mid-task when budgets fill or providers fail. - **Semantically lossless token compression:** Trims tool-result payloads at the gateway and shortens output verbosity so coding tasks bill fewer tokens for the same result. - **Team observability:** Attribute cost and usage by developer, repository, PR and model so engineering leaders can see where spend comes from. - **Works with any coding agent:** A transparent gateway for Claude Code, Codex, Copilot, Cursor, OpenCode and your own apps, installed via CLI in about five minutes. - **On-premise and bring-your-own-keys:** Run the gateway inside your own infrastructure with Docker Compose or Helm, or plug in your own provider keys for billing control. **Strengths:** Cuts token costs through routing and compression rather than prompt hacks; No code changes required for coding agents or app backends; Per-developer and per-repo spend attribution built in; On-premise and air-gapped deployment options for sensitive teams **Limitations:** Savings depend heavily on workload shape and may fall short of the headline figure; Adds a gateway hop that must be trusted and maintained; The richest observability features are aimed at teams, not solo users [Profile (Markdown)](https://openaitools.app/tool/edgee.md) ## Frequently Asked Questions ### How do AiPrice and Edgee compare in monthly traffic? AiPrice has 2,110 monthly visits, while Edgee has 6,558. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? AiPrice has a month-over-month growth rate of -57.8%; Edgee has +96.9%. ### How does pricing compare? AiPrice: Freemium. Free tier with 50 monthly credits, Basic at $1.99/month for 10,000 credits and Premium at $4.99/month for 100,000 credits, plus a custom Enterprise tier; no credit card needed to start. Edgee: Freemium, Contact for Pricing. Edgee offers a free starting tier alongside paid plans, with an enterprise/on-premise option priced on request. Exact tier amounts are not published in detail on the homepage; check the pricing page for current figures. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | +4.3% | Freemium | High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs. | [.md](https://openaitools.app/tool/deepseek.md) | | 2 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | One API key for hundreds of AI models from every major provider | [.md](https://openaitools.app/tool/openrouter-ai.md) | | 3 | [Together AI](https://openaitools.app/tool/together-ai) | 1,645,930 | +64.9% | Freemium, Paid | Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all b | [.md](https://openaitools.app/tool/together-ai.md) | | 4 | [OrcaRouter](https://openaitools.app/tool/orcarouter) | 975,300 | -5.2% | Freemium | One OpenAI-compatible gateway for adaptive LLM routing, guardrails, and spend control | [.md](https://openaitools.app/tool/orcarouter.md) | | 5 | [LiteLLM](https://openaitools.app/tool/litellm) | 576,967 | +7.9% | Freemium, Contact for Pricing | One open-source AI gateway for 100+ LLM providers | [.md](https://openaitools.app/tool/litellm.md) | | 6 | [ZenMux](https://openaitools.app/tool/zenmux) | 444,394 | +16.7% | Freemium, Paid | One unified API for 100+ AI models, with insurance when output disappoints | [.md](https://openaitools.app/tool/zenmux.md) | | 7 | [OfoxAI](https://openaitools.app/tool/ofoxai) | 239,718 | +12.7% | — | One API key, 100+ LLMs, official pricing with no platform markup | [.md](https://openaitools.app/tool/ofoxai.md) | | 8 | [AiHubMix](https://openaitools.app/tool/aihubmix) | 238,455 | -16.1% | Contact for Pricing | One API key for hundreds of AI models | [.md](https://openaitools.app/tool/aihubmix.md) | | 9 | [APIMaster](https://openaitools.app/tool/apimaster) | 210,182 | +46.3% | Paid | One OpenAI-compatible key for discounted GPT, Claude and Gemini access | [.md](https://openaitools.app/tool/apimaster.md) | | 10 | [Portkey](https://openaitools.app/tool/portkey-ai) | 195,650 | -9.4% | Freemium, Paid, Contact for Pricing | AI gateway, observability and guardrails for production LLM apps | [.md](https://openaitools.app/tool/portkey-ai.md) | --- Source: https://openaitools.app/compare/aiprice-vs-edgee More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)