Fireworks records 659,687 monthly visits with +6% month-over-month growth and Contact for Pricing pricing. OpenFlowKit records 1,437 monthly visits with -70.3% growth and Free pricing.
Run, ensemble and train open AI models as your own specialized intelligence
The open-source diagramming studio for builders
| Dimension / Metric | | |
|---|---|---|
| Official Domain | fireworks.ai | openflowkit.com |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 659.69K (659,687) | 1.44K (1,437) |
| MoM Traffic Delta | +37.29K (+6%) | -3.41K (-70.3%) |
| Primary Market & Share | 🇺🇸 United States (50.6%) | 🇻🇳 Vietnam (92.4%) |
| Direct Visits / mo | 313.83K | 614 |
| User Rating | 4.6 | 4.6 |
| 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.
The open-source diagramming studio for builders
Paste a public GitHub repository and OpenFlowKit reads its files in the browser to draw modules and connections, with every arrow cited to the source line it came from.
29 diagram tools for Claude Code, Codex, Cursor, VS Code, Windsurf or any MCP client, so an agent can draw on the diagram you have open, one undo away.
Write or paste Mermaid, D2 or Structurizr; the text and the canvas remain the same diagram, so you can round-trip between syntax and visuals.
Move from system context to containers to components in linked views that all stay grounded in a single architecture model.
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 diagrams and technical design docs built from your code and systems
AI diagrams and technical design docs built from your code and systems
Offers exceptionally low-cost serverless inference for open-weight models, but provides fewer advanced fine-tuning orchestration tools.
AI diagramming, mind mapping and project tools with 50,000+ templates
AI diagramming, mind mapping and project tools with 50,000+ templates
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.
