Groq vs AT0M
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Groq compared with AT0M
| Detail | Groq | AT0M |
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| What it does | Premier neocloud for fast inference
| A private System One Decision AI that runs locally
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| Stage | Established
| Beta
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| Founded | Not given
| Not given
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| Based in | US
| Not given
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| Pricing model | Not given
| Not given
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| Pricing | Not given
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| Key features | - GroqMetal: dedicated bare-metal infrastructure tuned for speed and reliability
- GroqCore: production-ready inference stack with no infrastructure expertise required
- GroqAssured: enterprise-grade governance, auditability, and control
- 256 LPUs per rack with 40 PB/s SRAM bandwidth
- 1,000 tokens per second per user throughput
- 128 GB on-chip SRAM per rack
- 315 PFLOPS of FP8 inference compute
- 13 globally distributed data centers across four continents
| - Non-autoregressive with no free text generation
- Multi-question call support in a single forward pass
- Bounded output within supplied candidate set
- Calibrated probabilities without temperature fitting
- Local inference as a Rust binary executable
- Deterministic inference with reproducible results
- Support for choice, score, and yes-no decision types
- CPU, Apple Metal, and CUDA hardware support
- Trainable on your own decisions locally
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| What makes it different | - Fast inference at scale without sacrificing affordability
- LPU pioneered technology integrated with NVIDIA GPUs
- Fully integrated platform combining infrastructure, inference, and control
| - Bounded output structurally prevents off-list answers, unlike generative models
- Calibration by construction without temperature fitting enables direct threshold-based automation
- Local executable keeps inference in your perimeter with no per-decision API dependency
- Cost structure based on electricity, not output tokens
- Deterministic inference with identical results across repeated requests
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 85 ● no change since last check | 22 ● no change since last check |
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| Trust Flow (Majestic) | 37 | 0 |
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| Citation Flow (Majestic) | 56 | 3 |
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| Referring domains (Majestic) | 12552 | 1 |
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4 details filled in for both companies.
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