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Inference.net vs Infron
Inference.net sells cheap batch and trace distillation. Infron is a real-time gateway across 400+ models from many providers.
By The Subconscious Team · Updated
Inference.net vs Infron: key differences
Inference.net turns spare GPU capacity into cheap batch with 24-hour to 7-day windows, runs a gateway, and helps distill traces into custom models. Infron is a gateway: one OpenAI-compatible API in front of 400+ models from 100+ providers, at provider rates plus a 3% to 5% fee on credit top-ups, with fallbacks, region pinning and a 99.9% uptime SLA on dedicated throughput.
Inference.net is for cost-cutting through patience and smaller models. Infron is for real-time access to many vendors with failover. Teams could route live traffic through Infron and send offline jobs to Inference.net.
What Inference.net and Infron do
Inference.net
Inference.net started as a buyer of last resort for idle GPU time. Its scheduler aggregates small unused chunks of capacity across data centers and runs models on them, and it passes the steep discounts it gets from those data centers on to customers. That origin still shows in its OpenAI-compatible Batch API, which takes up to 1M requests per file with completion windows from 24 hours to 7 days and far higher headroom than synchronous limits.
Example models: open catalog models plus customer fine-tunes served on dedicated GPUs
Full Inference.net profile
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.
Example models: DeepSeek, Qwen, Claude, Gemini, GPT
Full Infron profileShould you choose Inference.net or Infron?
Inference.net
Choose Inference.net for
- Cheap batch with flexible deadlines
- Distilling traces into custom models
- Spare-capacity pricing
Infron
Choose Infron for
- Real-time calls across many vendors
- Automatic failover across providers
- Closed and open models on one key and one bill
Inference.net vs Infron at a glance
| Attribute | Inference.net |  Infron |
|---|---|---|
| Model access | Open, closed and custom | Closed and open, 400+ models |
| Flagship models | Customer fine-tunes | DeepSeek, Qwen, Claude, Gemini, GPT |
| Speed | Batch windows of 24h to 7 days | Unknown |
| Price | Discounted spare GPU capacity | Provider rates; 3–5% top-up fee |
| Customization | Distill traces into custom models | Custom deployments |
| Deployment | Batch API, gateway, dedicated GPUs | Gateway API, dedicated, BYOK |
| Long context | Varies by model | Varies by model |
Frequently asked questions
What is the difference between Inference.net and Infron?
Inference.net sells cheap batch and trace distillation. Infron is a real-time gateway across 400+ models from many providers.
When should I choose Inference.net over Infron?
Cheap batch with flexible deadlines; Distilling traces into custom models; Spare-capacity pricing.
When should I choose Infron over Inference.net?
Real-time calls across many vendors; Automatic failover across providers; Closed and open models on one key and one bill.
Is Inference.net or Infron cheaper?
Inference.net: Discounted spare GPU capacity. Infron: Provider rates; 3–5% top-up fee. The cheaper choice depends on the model and workload.
Which has more context, Inference.net or Infron?
Inference.net: Varies by model. Infron: Varies by model.
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If your agents run past 200K tokens, compare both against Subconscious. Our inference stack treats a long-horizon trace as the primary workload, so speed, cost, and accuracy hold up deep into the trace.