Fireworks records 659,687 monthly visits with +6% month-over-month growth and Contact for Pricing pricing. Overlayer (Devoteam Knowledge Services) records 0 monthly visits with — growth and Free (enterprise licensing via vendor) pricing.
Run, ensemble and train open AI models as your own specialized intelligence
AI-powered internal knowledge search right inside Google Workspace
| Dimension / Metric | | |
|---|---|---|
| Official Domain | fireworks.ai | chromewebstore.google.com |
| Pricing Model | Contact for Pricing | Free (enterprise licensing via vendor) |
| Monthly Visits | 659.69K (659,687) | 0 (0) |
| MoM Traffic Delta | +37.29K (+6%) | 0 (—) |
| Primary Market & Share | 🇺🇸 United States (50.6%) | 🌐 Global (—) |
| Direct Visits / mo | 313.83K | 0 |
| User Rating | 4.6 | 4.2 |
| Supported Platforms | Website | Browser Extension |
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-powered internal knowledge search right inside Google Workspace
Ask natural-language questions and get answers pulled from your company's drives and connected knowledge sources, without leaving Google Workspace.
Documents are tagged as they are created so content stays findable and consistently categorized across the organization.
Route sensitive or reviewed documents through a built-in approval process to keep published knowledge trustworthy.
Surfaces the in-house colleagues who know a topic best, turning search results into a route to the right person.
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
AI-powered knowledge base that turns documents into fast answers
Offers exceptionally low-cost serverless inference for open-weight models, but provides fewer advanced fine-tuning orchestration tools.
Bring ChatGPT, Claude and Gemini into Google Docs, Sheets, Slides and Gmail
Bring ChatGPT, Claude and Gemini into Google Docs, Sheets, Slides and Gmail
One API for 400K+ AI models, plus serverless and reserved GPUs on modular data centers
Hosts high-performance open and commercial models with competitive pricing, but has a less established western developer community.
Hosts high-performance open and commercial models with competitive pricing, but has a less established western developer community.
