| What it does | The API between AI agents and silicon
| Intelligent model routing that cuts LLM token costs and latency
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| Stage | Not given
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| Founded | 2023
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| Based in | DE
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| Pricing model | Freemium
| Paid
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| Pricing | Free tier: 1,000 credits per day, resets every 24 hours. Pay-as-you-do: €10 per 1,000 credits. Enterprise: Custom pricing with volume commit, on-prem, and SLAs.
| Pay-as-you-go with 1% service fee. Cheap Tasks: $0.000043–$0.000194 per reference request. Standard Tasks: $0.000225–$0.000838 per reference request. Reasoning Tasks: $0.00066–$0.0023 per reference request. Frontier Tasks: $0.0023–$0.0354 per reference request. Agentic Tasks: $0.0071–$0.0354 per ref
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| Key features | - Compile firmware against production toolchains remotely without installation
- Execute firmware on virtual chip instances with verdict, trace, and register state
- Unit and integration testing on virtual hardware with coverage reports
- Inject synthetic sensor data into running firmware
- Query collective embedded corpus for chip-specific solutions
- Support for Rust, C, and multiple RTOS frameworks
| - Automatic task classification with Jev decision model
- Multi-provider model access (OpenRouter, Kie.ai, Replicate, fal.ai)
- Lowest-price eligible model selection
- Support for text, image, video and audio modalities
- Budget limits and provider filtering
- Transparent billing and cost tracking
- Three question types: Choice, Score and Noul
- Pay-as-you-go pricing with no subscription
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| What makes it different | - Virtual instances of actual target chips, not generic CPU emulation, with same binary, peripherals, and interrupt timing as physical boards
- Shared corpus that deepens with every call, allowing agents to inherit knowledge from previous runs
- Eliminates need for physical hardware for testing, porting, and debugging
- Single MCP endpoint exposes cross-compilation, peripheral simulation, sensor IO, and chip-specific plumbing
- Access to licensed toolchains on demand without local installation
| - Jev decision model automatically matches tasks to appropriate capability tiers instead of fixed frontier model routing
- Reduces costs by up to 43.9% on illustrative workloads compared to fixed-model routing
- Single API key for four different providers with unified billing
- Works with multiple modalities and use cases like triage, classification and gating
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 29 ● no change since last check | 5 ● no change since last check |
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| Trust Flow (Majestic) | 5 | 4 |
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| Citation Flow (Majestic) | 27 | 19 |
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| Referring domains (Majestic) | 117 | 11 |
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Chiplab
Token Cut