Edgee VS Modelflare
Compare Edgee VS Modelflare, what is the difference between Edgee and Modelflare?
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Summarize
Edgee summarize
Edgee compresses prompts before they reach LLM providers and reduces token costs by up to 50%. Same code, fewer tokens, lower bills.
Edgee Landing Page
Modelflare summarize
Modelflare Landing Page
Compare Details
Edgee details
| Categories | AI API, Large Language Models (LLMs), AI Developer Tools |
| Edgee Website | https://www.edgee.ai?utm_source=toolify |
| Added Time | February 25 2026 |
| Edgee Pricing | -- |
Modelflare details
| Categories | AI API, AI Short Video Generator, Text to Video, Script To Video AI Generator, Image to Video, AI Video Generator, AI UGC Video Generator, AI Tiktok Video Generator, AI Stock Video Generator, AI Face Swap Video, AI Face Swap Generator, AI Cartoon Video Generator, AI Avatar Video Generator, AI Animated Video, Text to Image, Gender Swap AI, AI Person Generator, AI Image Generator, NSFW |
| Modelflare Website | https://modelflare.dev?utm_source=toolify |
| Added Time | October 01 2026 |
| Modelflare Pricing | -- |
Comparison of usage
How to use Edgee?
Developers can integrate Edgee by using its OpenAI-compatible API or SDKs available for TypeScript, Python, Go, and Rust. Simply replace your existing LLM provider endpoint with Edgee's gateway, use your API key, and call models via the edgee.send method. You can also configure routing policies and tags for cost tracking directly in the request metadata.
How to use Modelflare?
1. Create an account at https://modelflare.dev and add USD credits. One dollar of top-up is one dollar of balance. 2. Create an API key and choose a model group. A single top-up of US$20 unlocks GPT at 1.5% of the official list price (0.015x), and a single top-up of US$50 unlocks Claude at 3% of the official list price (0.03x), 3. Point an OpenAI-compatible client at https://modelflare.dev/v1 and send the request. Switch models by changing the model name. 4. Add fallback groups in order. If the primary group is unavailable, the request continues on the next group. 5. For images and video, open https://castaly.modelflare.dev, pick a model such as Seedance, Kling, Wan, MiniMax, or Seedream, set the shot, and generate. Castaly uses the same account, balance, and keys.
Compare Pros between Edgee and Modelflare
Core features of Edgee
- Token Compression (reduces prompt size up to 50%)
- OpenAI-compatible API for 200+ models
- Intelligent Routing, Fallbacks, and Retries
- Cost Governance with custom tags and spend alerts
- Edge-native Observability (latency, usage, and error tracking)
- Private Model Hosting and Edge Tools
Core features of Modelflare
- One key for many models. GPT, Claude, Grok, GLM, Seedance, MiniMax, DeepSeek, Kimi, Owen, Gemini, and image and video models share one account.
- Change the base URL to https://modelflare.dev/v1 and keep your current client, including Codex and Claude Code.
- GPT from 1.5% of the official price after a single US$20 top-up. Pick a lower-cost or higher-stability group per key.
- Fallback groups run in order. Every request logs status, latency, tokens, and cost.
- Castaly generates images and video in the browser on the same balance, and the same models stay available through the API.
- Support nsfw image and video
- Claude from 3% of the official price after a single US$50 top-up. Pick a lower-cost or higher-stability group per key.
- Castaly generates images and video in the browser. Upload a reference face and place that person in a new still, a first frame, or a finished clip.
Compare Use Cases
Use cases for Edgee
- Reducing token costs for long-context RAG pipelines
- Implementing multi-provider redundancy to prevent downtime
- Tracking AI expenditure across different teams or features using metadata tags
- Running small models at the edge for request classification or redaction
Use cases for Modelflare
- Run Claude Code, Codex, or Cursor through one stable base URL instead of a separate key for each provider.
- Build an app or agent that switches among GPT, Claude, Grok, and GLM by changing the model name.
- Draft a Seedance, Kling, Wan, or MiniMax, or nfsw video in Castaly, then call the same model from your own script.
- Give each app its own key and check token usage and cost on every request.
Different Plan between Edgee and Modelflare
Edgee
Free
Includes OpenAI-compatible API, routing, fallbacks, prompt caching, and basic observability.
Free for now
Currently free, will transition to a cost-per-token-saved model later.
Varies
Includes Edge Tools (cost per invocation) and Private Models (cost per minute hosted).
Contact Sales
Includes SSO/SAML and Contractual SLAs.
Modelflare
10
20
100
200
Edgee's traffic
Edgee is the one with 14.1K monthly visits and 00:02:08 Avg.visit duration. Edgee has a Page per visit of 1.63 and a bounce rate of 43.74%.
Visit Over Time
| Monthly Visits | 14.1K |
| Avg·visit Duration | 00:02:08 |
| Page per Visit | 1.63 |
| Bounce Rate | 43.74% |
Modelflare's traffic
Modelflare is the one with 86.9K monthly visits and 00:13:26 Avg.visit duration. Modelflare has a Page per visit of 8.30 and a bounce rate of 23.61%.
Visit Over Time
| Monthly Visits | 86.9K |
| Avg·visit Duration | 00:13:26 |
| Page per Visit | 8.30 |
| Bounce Rate | 23.61% |
Geography
The top 5 countries/regions for Edgee are:United States 37.88%, France 26.63%, Indonesia 19.73%, Vietnam 7.67%, Turkey 5.22%
Top 5 Countries/regions
 | 37.88% |
 | 26.63% |
 | 19.73% |
 | 7.67% |
 | 5.22% |
Geography
The top 5 countries/regions for Modelflare are:China 51.35%, United States 31.35%, Hong Kong, China 5.70%, Taiwan, China 4.11%, Singapore 3.55%
Top 5 Countries/regions
 | 51.35% |
| 31.35% |
 | 5.70% |
 | 4.11% |
 | 3.55% |
Traffic Sources
The 6 main sources of traffic to Edgee are:Direct 39.93%, vs_sourcesSearchOrganic 31.34%, Referrals 10.35%, vs_sourcesSocialOrganic 5.59%, vs_sourcesDisplayAds 3.70%, Mail 3.01%, vs_sourcesAffiliate 2.06%, vs_sourcesSearchPaid 1.68%, vs_sourcesGenAi 1.61%, vs_sourcesSocialPaid 0.75%
Direct | 39.93% |
vs_sourcesSearchOrganic | 31.34% |
Referrals | 10.35% |
vs_sourcesSocialOrganic | 5.59% |
vs_sourcesDisplayAds | 3.70% |
Mail | 3.01% |
vs_sourcesAffiliate | 2.06% |
vs_sourcesSearchPaid | 1.68% |
vs_sourcesGenAi | 1.61% |
vs_sourcesSocialPaid | 0.75% |
Traffic Sources
The 6 main sources of traffic to Modelflare are:Direct 62.27%, Referrals 29.49%, vs_sourcesSearchOrganic 4.77%, vs_sourcesSocialOrganic 1.39%, vs_sourcesDisplayAds 0.71%, vs_sourcesGenAi 0.70%, vs_sourcesAffiliate 0.37%, vs_sourcesSocialPaid 0.20%, vs_sourcesSearchPaid 0.11%, Mail 0.00%
Direct | 62.27% |
Referrals | 29.49% |
vs_sourcesSearchOrganic | 4.77% |
vs_sourcesSocialOrganic | 1.39% |
vs_sourcesDisplayAds | 0.71% |
vs_sourcesGenAi | 0.70% |
vs_sourcesAffiliate | 0.37% |
vs_sourcesSocialPaid | 0.20% |
vs_sourcesSearchPaid | 0.11% |
Mail | 0.00% |
Which is better: Edgee or Modelflare?
Modelflare might be a bit more popular than Edgee.As you can see, Edgee has 14.1K monthly visits, while Modelflare has 86.9K monthly visits. So more people choose Modelflare. So the odds are that people will recommend Modelflare more on social platforms.
Edgee has an Avg.visit duration of 00:02:08, while Modelflare has an Avg.visit duration of 00:13:26. Also, Edgee has a page per visit of 1.63 and a Bounce Rate of 43.74%. Modelflare has a page per visit of 8.30 and a Bounce Rate of 23.61%.
The main users of Edgee are United States, France, Indonesia, Vietnam, Turkey, with the following distribution: 37.88%, 26.63%, 19.73%, 7.67%, 5.22%.
The main users of Modelflare are China, United States, Hong Kong, China, Taiwan, China, Singapore, with the following distribution: 51.35%, 31.35%, 5.70%, 4.11%, 3.55%.
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