Fireworks records 659,687 monthly visits with +6% month-over-month growth and Contact for Pricing pricing. Link Shield records 497 monthly visits with +4,041.7% growth and Free Trial, Paid pricing.
Run, ensemble and train open AI models as your own specialized intelligence
AI-assisted URL threat detection API for developers
| Dimension / Metric | | |
|---|---|---|
| Official Domain | fireworks.ai | linkshieldapi.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 659.69K (659,687) | 497 (497) |
| MoM Traffic Delta | +37.29K (+6%) | +485 (+4,041.7%) |
| Primary Market & Share | 🇺🇸 United States (50.6%) | 🇮🇩 Indonesia (100%) |
| Direct Visits / mo | 313.83K | 198 |
| User Rating | 4.6 | 4 |
| Supported Platforms | Website | Website |
Run, ensemble and train open AI models as your own specialized intelligence
Run open models and your own fine-tunes at up to 4x the throughput of providers that wrap vLLM, with lab-designed quality verified against reference implementations.
Reach up to 99.6% cache hit rates, with cached input priced at half or less, so recurring workloads cost far less than emitting every token fresh.
Route each turn to the model best suited to it, balancing accuracy against cost per completed task rather than locking in one model.
Fine-tune open models on proprietary data to build domain-specific intelligence that competitors cannot simply rent from a frontier lab.
AI-assisted URL threat detection API for developers
Every scan returns a numeric score plus explanatory reasons, so you can act on a link with confidence rather than trusting an opaque verdict.
Short links and redirect chains are unwrapped and followed, revealing hidden final destinations before they reach your users.
Links are classified across phishing, malware, scam, adult, dating, gambling, crypto and spam, supporting nuanced content policies.
Send batches of URLs in a single request and receive per-link risk scores, which suits high-volume pipelines and link shorteners.
SpecialistActs as a unified API gateway across multiple providers, but lacks dedicated fine-tuning and custom model deployment infrastructure.
SpecialistActs as a unified API gateway across multiple providers, but lacks dedicated fine-tuning and custom model deployment infrastructure.
Delivers ultra-fast token generation speeds using custom LPU hardware, but supports a smaller catalog of open models.
SpecialistSpecializes in lightning-fast serverless inference for generative media models, but focuses less on general text LLMs.
SpecialistSpecializes in lightning-fast serverless inference for generative media models, but focuses less on general text LLMs.
Provides robust serverless inference and model fine-tuning similar to Fireworks, but with a broader developer cloud ecosystem.
Provides robust serverless inference and model fine-tuning similar to Fireworks, but with a broader developer cloud ecosystem.
Features seamless deployment and fine-tuning for machine learning models, but can have higher latency for text inference.
Features seamless deployment and fine-tuning for machine learning models, but can have higher latency for text inference.
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
One OpenAI-compatible API for 500+ image, video, audio, and LLM models
One OpenAI-compatible API for 500+ image, video, audio, and LLM models
Detect AI-generated text and images with benchmark-tested accuracy
Detect AI-generated text and images with benchmark-tested accuracy
AI detector that highlights evidence, not just a score
AI detector that highlights evidence, not just a score
Offers exceptionally low-cost serverless inference for open-weight models, but provides fewer advanced fine-tuning orchestration tools.
One API for 400K+ AI models, plus serverless and reserved GPUs on modular data centers
Multi-modal AI detection API that flags synthetic images, text, audio, video and deepfakes
Multi-modal AI detection API that flags synthetic images, text, audio, video and deepfakes
