# CometAPI vs MagicFormula

CometAPI records 602,966 monthly visits with +49.7% month-over-month growth and Pay-as-you-go (credits) pricing. MagicFormula records 0 monthly visits with — growth and Freemium pricing.

| Metric | [CometAPI](https://openaitools.app/tool/cometapi) | [MagicFormula](https://openaitools.app/tool/magicformula) |
| :--- | :--- | :--- |
| Website URL | https://www.cometapi.com | https://chromewebstore.google.com/detail/magicformula/dacblbllifgkolpkpocnnnahbgoccpfb |
| Categories | AI Developer Tools, AI API | AI Excel Formula Generator, AI Spreadsheet, SQL Query Builder, No-Code&Low-Code |
| Pricing Model | Pay-as-you-go (credits) | Freemium |
| Monthly Visits | 602,966 | 0 |
| MoM Growth Rate | +49.7% | — |
| Primary Market | India | Global |
| Direct Visits | 89,151 | 0 |
| Review Score | 4 | 4 |
| Saved Count | 2 | 0 |
| Supported Platforms | Website | Browser Extension |

## CometAPI

CometAPI is an aggregation layer for large language and multimodal model providers. Instead of maintaining separate accounts, keys and billing relationships with OpenAI, Anthropic, Google and a growing set of image, audio and video vendors, teams sign up once, get a single API key, and call any of 500+ models through an OpenAI-compatible base URL. Existing SDK code usually works after changing the base URL and model name, which keeps migration effort low.

The commercial pitch is straightforward: pay-as-you-go credits, line-item pricing for every model, and rates set below official vendor pricing, with the platform advertising ongoing savings of roughly 20 to 40 percent. There is no monthly subscription or minimum spend, unused credits carry forward, and the model catalog is searchable with side-by-side pricing and capability comparisons. Because model names are the only thing that changes when you switch vendors, teams gain portability if a provider raises prices or has an outage.

Operationally, CometAPI positions itself as production infrastructure rather than a demo playground. It advertises 99.9% service availability and average latency under 400 ms, exposes an API status page and benchmarks, and offers a dashboard for spend, latency and call volume with budget alerts. Enterprise-oriented features include centralized accounts for multiple teams, per-team budgets, encrypted transit and a stated policy that customer data is not used to train models. Integrations with coding agents, low-code automation platforms and app builders let teams plug the gateway into existing workflows rather than rebuilding them.

**Pricing & Plans:** Pay-as-you-go API credits with no monthly subscription, minimum spend or credit card required at signup. CometAPI advertises per-model rates below official vendor pricing, typically 20-40% cheaper, and test credits are included when you create an account.

- **One key for 500+ models:** Replace separate OpenAI, Anthropic and Google credentials with a single key and switch models by changing one line of code.
- **OpenAI-compatible endpoint:** Route text, reasoning, coding, image, audio and video workloads through one OpenAI-compatible base URL without rewriting your app.
- **Transparent pricing and savings:** Line-item pricing per model with discounts below official vendor rates, pay-as-you-go with no monthly subscription or minimum spend.
- **Usage analytics and cost control:** A real-time dashboard tracks spend, latency and call volume so you can set budget alerts and compare models side by side.
- **Prebuilt tool integrations:** Works with Claude Code, Codex, Cline, Dify, n8n, Zapier, Coze and other agent, automation and app-building tools.

**Strengths:** One credential and one endpoint for 500+ models from many providers; OpenAI-compatible format means existing code keeps working with minimal changes; Pay-as-you-go credits with no monthly fee and unused balance carried forward; Dashboard for spend, latency and call volume with budget alerts

**Limitations:** You depend on a third-party intermediary for uptime and latency on every routed model; Some catalog entries are marked coming soon, so not every listed model is instantly available; Pricing and availability can shift as upstream vendors change their own rates

[Profile (Markdown)](https://openaitools.app/tool/cometapi.md)

## MagicFormula

MagicFormula targets the most repetitive and error-prone part of working with data: writing the formula or query that gets you the answer. You type what you want in normal language — a lookup, a conditional sum, a join, a filter — and the extension returns an expression you can drop straight into the spreadsheet or database you are already using. Because it lives in the browser as a Chrome extension, it fits into the same tabs where you work rather than forcing you into a separate app.

The tool deliberately covers four environments: Excel, Google Sheets, Airtable and SQL. That range makes it useful to people who move between platforms, such as an analyst who builds Airtable views for a team but still writes SQL against a warehouse, or an operations manager who lives in Google Sheets. The pitch is a no-code one: you do not need to be fluent in the syntax of each platform to get advanced results from it.

The extension is distributed through the Chrome Web Store, where it lists 623 users and a 3.9 out of 5 rating from 8 reviews. The listing is marked as offering in-app purchases, which points to a freemium model with paid tiers on top of a free entry point. Version 2.2.2 was published in January 2024, so the project is not updated frequently, but the extension remains installable and functional for its stated purpose.

**Pricing & Plans:** Freemium. The Chrome Web Store listing indicates the extension offers in-app purchases, so a free tier is paired with paid upgrades. Specific plan prices are not published on the store listing.

- **Text-to-formula generation:** Describe the calculation or result you need in plain language and receive a finished formula you can paste directly into your sheet.
- **Four supported environments:** Works across Excel, Google Sheets, Airtable and SQL, so you can move between spreadsheet and database tasks without switching tools.
- **SQL query building:** Turns natural-language requests into SQL statements, helping users who are comfortable with data but not with query syntax.
- **Error-reduction focus:** Aims to cut the classic mistakes of hand-written formulas — mismatched brackets, wrong references and broken ranges.
- **No-code accessibility:** Brings advanced spreadsheet and query capabilities within reach of users who do not write code or memorise function libraries.

**Strengths:** Covers Excel, Google Sheets, Airtable and SQL from one extension; Runs inside the browser tab you are already using; Lowers the learning curve for users who are not formula experts; Useful for the long tail of functions you rarely write and always forget

**Limitations:** The Chrome Web Store release has not been updated since January 2024; Small user base and a modest 3.9/5 rating from only 8 reviews; Always verify generated formulas against your data before relying on them

[Profile (Markdown)](https://openaitools.app/tool/magicformula.md)

## Frequently Asked Questions

### How do CometAPI and MagicFormula compare in monthly traffic?

CometAPI has 602,966 monthly visits, while MagicFormula has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

CometAPI has a month-over-month growth rate of +49.7%; MagicFormula has —.

### How does pricing compare?

CometAPI: Pay-as-you-go (credits). Pay-as-you-go API credits with no monthly subscription, minimum spend or credit card required at signup. CometAPI advertises per-model rates below official vendor pricing, typically 20-40% cheaper, and test credits are included when you create an account. MagicFormula: Freemium. Freemium. The Chrome Web Store listing indicates the extension offers in-app purchases, so a free tier is paired with paid upgrades. Specific plan prices are not published on the store listing.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Google AI Studio](https://openaitools.app/tool/google-ai-studio) | 112,620,020 | +2% | Freemium | Google's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models. | [.md](https://openaitools.app/tool/google-ai-studio.md) |
| 2 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | Industry-leading model router with transparent pricing and broad provider support, but lacks Comet's specific bundled discounts. | [.md](https://openaitools.app/tool/openrouter-ai.md) |
| 3 | [fal.ai](https://openaitools.app/tool/fal-ai) | 3,093,684 | -3.7% | Paid, pay-as-you-go usage-based pricing | Excels at serverless generation of media models like images and video, but is less focused on general LLM routing. | [.md](https://openaitools.app/tool/fal-ai.md) |
| 4 | [Together AI](https://openaitools.app/tool/together-ai) | 1,645,930 | +64.9% | Freemium, Paid | Specializes in high-performance serverless inference for open-source models, but offers fewer proprietary commercial model options. | [.md](https://openaitools.app/tool/together-ai.md) |
| 5 | [Atlas Cloud](https://openaitools.app/tool/atlas-cloud) | 777,031 | -16.4% | Paid | Offers unified access to multimodal language and media models, but focuses more heavily on generation infrastructure. | [.md](https://openaitools.app/tool/atlas-cloud.md) |
| 6 | [LiteLLM](https://openaitools.app/tool/litellm) | 576,967 | +7.9% | Freemium, Contact for Pricing | Open-source proxy and SDK that standardizes multi-provider LLM calls, but requires self-hosting or manual infrastructure setup. | [.md](https://openaitools.app/tool/litellm.md) |
| 7 | [EvoLink AI Model API](https://openaitools.app/tool/evolink-ai-model-api) | 312,573 | -27% | Free Trial, Paid, Contact for Pricing | One API for LLM, image, video, and audio models in production | [.md](https://openaitools.app/tool/evolink-ai-model-api.md) |
| 8 | [SiliconFlow](https://openaitools.app/tool/siliconflow) | 276,303 | -10.5% | Pay-as-you-go | Provides optimized inference for open-weight models behind a unified API, though with different regional pricing structures. | [.md](https://openaitools.app/tool/siliconflow.md) |
| 9 | [AiHubMix](https://openaitools.app/tool/aihubmix) | 238,455 | -16.1% | Contact for Pricing | Provides a similar OpenAI-compatible multi-model gateway with automatic failover, though with a different model lineup. | [.md](https://openaitools.app/tool/aihubmix.md) |
| 10 | [AI/ML API](https://openaitools.app/tool/ai-ml-api) | 232,946 | -20.1% | Pay-as-you-go credits (free to start); enterprise custom pricing on request | Aggregates hundreds of foundation models and agent tools into a single endpoint, but has different rate limits. | [.md](https://openaitools.app/tool/ai-ml-api.md) |

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Source: https://openaitools.app/compare/cometapi-vs-magicformula

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