# Infron vs General Compute

> Infron is a gateway to 400+ models at provider rates. General Compute runs its own inference cloud with decode on ASICs.

Canonical: https://www.subconscious.dev/compare/infron-vs-general-compute · By The Subconscious Team · Updated October 27, 2026

## How they compare

Infron routes one OpenAI-compatible API to 400+ models from 100+ providers, including Claude, Gemini and GPT, with failover, region pinning across five regions and bring-your-own keys. It passes provider rates through with a 3% to 5% top-up fee and offers dedicated throughput with a 99.9% uptime SLA. General Compute serves four open models from us-west-2, including MiniMax M2.7 at $0.28 in and $1.20 out per million tokens. It runs decode on Cerebras, SambaNova and other ASICs, and in its own benchmark measured over 1,000 tokens per second on GPT-OSS 120B.

Pick Infron for closed and open models on one key and one bill, fallback across providers, or data residency in Asia or Europe. Pick General Compute when output speed on open models matters most, or when you want reserved ASIC capacity with a tokens-per-second SLA.

## What each one does

### Infron

Infron is a US-based AI gateway and inference platform. One OpenAI-compatible API reaches 400+ models from 100+ providers, including DeepSeek, Qwen, Claude, Gemini and GPT through what Infron calls official partner routes, plus media and search models. Teams set provider preferences and fallbacks, see usage and billing in one place, and can bring their own provider keys at no fee. Lawrence Xu is CEO and co-founder Andrew Zheng is CTO.

### General Compute

General Compute is a San Francisco inference cloud built on alternative chips. It splits each request across hardware, with NVIDIA GPUs handling prefill and ASICs from Cerebras, SambaNova, Positron AI and d-Matrix handling decode. In its own open benchmark on GPT-OSS 120B it measured 1,025 to 1,234 output tokens per second against 100 to 121 on an unnamed GPU cloud, and up to 16.2x faster end to end. Founders Finn Puklowski and Jason Goodison raised a $15M seed led by FUSE, an up to $400M debt facility from Upper90 and, on October 27, 2026, a $100M Series A co-led by Blackbird and Abstract.

## Which is best, and when

### Choose Infron for

- Closed and open models on one key
- Failover across providers
- Region pinning for data residency

### Choose General Compute for

- Fast decode on open models
- Private fine-tuned checkpoints
- Tokens-per-second SLAs

## At a glance

| Attribute | Infron | General Compute |
|---|---|---|
| Model access | Closed and open, 400+ models | Open weights |
| Flagship models | DeepSeek, Qwen, Claude, Gemini, GPT | MiniMax M2.7, DeepSeek V3.2, GPT-OSS 120B |
| Speed | - | 1,000+ tok/s on GPT-OSS 120B (vendor) |
| Price | Provider rates; 3–5% top-up fee | $0.21–$0.28 in, $0.38–$1.20 out per 1M |
| Customization | Custom deployments | Custom LoRA and fine-tuned checkpoints |
| Deployment | Gateway API, dedicated, BYOK | Serverless API, dedicated racks, bare metal |
| Long context | Varies by model | 192K (MiniMax M2.7) |

## FAQ

### What is the difference between Infron and General Compute?

Infron is a gateway to 400+ models at provider rates. General Compute runs its own inference cloud with decode on ASICs.

### When should I choose Infron over General Compute?

Closed and open models on one key; Failover across providers; Region pinning for data residency.

### When should I choose General Compute over Infron?

Fast decode on open models; Private fine-tuned checkpoints; Tokens-per-second SLAs.

### Is Infron or General Compute cheaper?

Infron: Provider rates; 3–5% top-up fee. General Compute: $0.21–$0.28 in, $0.38–$1.20 out per 1M. The cheaper choice depends on the model and workload.

### Which has more context, Infron or General Compute?

Infron: Varies by model. General Compute: 192K (MiniMax M2.7).

## Running long-horizon agents?

If your agents run past 200K tokens, compare both against Subconscious: [Subconscious vs Infron](https://www.subconscious.dev/compare/subconscious-vs-infron.md), [Subconscious vs General Compute](https://www.subconscious.dev/compare/subconscious-vs-general-compute.md).

Full profiles: [Infron](https://www.subconscious.dev/providers/infron.md), [General Compute](https://www.subconscious.dev/providers/general-compute.md).