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Interfaze - The LLM built for developers
A unique architecture that combines multiple small models trained for specific tasks merged with LLMs that is loaded onto custom infrastructure to create a powerful state-of-the-art AI built for developer tasks.
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***#####%###*****++++++++++++++++++++++**#%%%%%%%%@@@@@@ - OpenAI API compatible
- OCR, web scraping, STT, classification, internet access and more
- High accuracy structured output consistency
- Built-in code execution and sandboxing
- Custom web engine for scraping and web research capabilities
- Auto reasoning when needed
- Controllable guardrails
- Fully managed and scalable
- Globally distributed fallback system with high uptime
Model Comparison
See how Interfaze compares to other leading AI models across various benchmarks.
| Benchmark | Interfaze-Alpha | GPT-4.1 | Claude Sonnet 4 | Gemini 2.5 Flash | Claude Sonnet 4 (Thinking) | Claude Opus 4 (Thinking) | GPT-5-Minimal | Gemini-2.5-Pro |
|---|---|---|---|---|---|---|---|---|
| MMLU-Pro | 83.6 | 80.6 | 83.7 | 80.9 | 83.7 | 86 | 80.6 | 86.2 |
| MMLU | 91.38 | 90.2 | - | - | 88.8 | 89 | - | 89.2 |
| MMMU | 77.33 | 74.8 | - | 79.7 | 74.4 | 76.5 | - | 82 |
| AIME-2025 | 90 | 34.7 | 38 | 60.3 | 74.3 | 73.3 | 31.7 | 87.7 |
| GPQA-Diamond | 81.31 | 66.3 | 68.3 | 68.3 | 77.7 | 79.6 | 67.3 | 84.4 |
| LiveCodeBench | 57.77 | 45.7 | 44.9 | 49.5 | 65.5 | 63.6 | 55.8 | 75.9 |
| ChartQA | 90.88 | - | - | - | - | - | - | - |
| AI2D | 91.51 | 85.9 | - | - | - | - | - | 89.5 |
| Common-Voice-v16 | 90.8 | - | - | - | - | - | - | - |
*Results for Non-Interfaze models are sourced from model providers, leaderboards, and evaluation providers such as Artificial Analysis.
Architecture
This architecture combines a suite of small specialized models supported with custom tools and infrastructure while automatically routing to the best model for the task that prioritizes accuracy and speed.
Works like any other LLM
OpenAI API compatible - just swap the base URL.
OpenAI SDK
Vercel AI SDK
Langchain SDK
Extraction
Smart Web Scraping
Code Execution
Isolated runtime for running AI-generated code at blazing speeds
Configurable guardrails and NSFW checks
Fully configurable guardrails for text and images
High availability
Built-in fallback and retry system ensures high availability
Other abilities
- Speech-to-text and diarization
- Time series forecasting and financial data analysis
view docs ->
Specs
Context window
1m tokens
Max output tokens
32k tokens
Input modalities
Text, Images, Audio, File, Video
Reasoning
Available
Pricing
We are still in the early stages of development, so we are offering free access to the API during the early alpha phase. From open beta onwards, we will be offering a pay-as-you-go pricing model.
Input tokens
$3 / MTok
Output tokens
$15 / MTok
Caching
Included
Observability & Logging
Included
FAQ
Todo (Prioritized)
- Full streaming support
- Reduce transactional token count
- Output small model context
- Open Beta & Stripe credit integration
- Pre-built prompts/schemas optimized for specific tasks
- Built-in observability and logging on the dashboard
- Complete metrics and analytics
- Caching layer
- Reduce latency and improve throughput
- Custom SDKs for interfaze with AI SDK, Langchain, etc.
- Vector Memory layer
- Leaderboard for projects
If you have feature requests or recommendations, please reach out!
Who are we?
We are a small team of ML, Software and Infrastructure engineers focused on building small, specialized, efficient models at JigsawStack. Our only goal is to make SOTA AI accessible in every developers workflow.