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HAI by HCloud vs Infomaniak AI Services: Token Pricing, Speed & Intelligence

Full comparison of HAI by HCloud and Infomaniak AI Services — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

HAI by HCloud

Japan-based inference — zero data retention, JPY pricing, TEE-secured Kimi K3

HAI is HCloud's LLM inference platform based in Japan, offering DeepSeek, GLM-5.3, Kimi K3, and Gemma 4 models with a zero data retention policy. Prices are in JPY per 1M tokens, tax included. The Kimi K3 (TEE) variant runs in a Trusted Execution Environment for confidential inference. Suited for Japanese enterprises and APAC workloads requiring data residency.

Privacy-sensitive workloadsAPAC / Japan deploymentsConfidential inference
Open-weight hostHosts open weights

Infomaniak AI Services

Swiss AI inference with CHF pricing

Infomaniak AI Services (infomaniak.com) is a Swiss cloud provider offering LLM inference access to open-weight models including Qwen and Mistral families via an OpenAI-compatible API, with pricing denominated in CHF.

ChatOpen-weight inferenceSwiss cloud
Open-weight hostHosts open weights

Key metric comparison

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

HAI by HCloud

Zero data retention policy — suitable for privacy-sensitive workloads
Japan-based infrastructure — low latency for APAC users
TEE-secured Kimi K3 variant for confidential inference
JPY pricing — no currency conversion risk for Japanese customers
JPY pricing excluded from USD cross-provider comparisons
Smaller catalog vs global inference hubs
Newer provider — limited third-party benchmark transparency

Key differentiators

HAI by HCloud

Japan-based inference with zero data retention and a TEE-secured Kimi K3 variant for confidential workloads.

Frequently asked questions

HAI by HCloud FAQs

What is HAI by HCloud?

HAI is HCloud's LLM inference API based in Japan. It offers DeepSeek V4.1 Flash, GLM-5.3, Kimi K3 (TEE), and Gemma 4 31B with a zero data retention policy and JPY pricing. See hai.hcloud.ltd/pricing for current rates.

What is the Kimi K3 TEE variant?

The Kimi K3 (TEE) variant runs inside a Trusted Execution Environment, providing hardware-level isolation for confidential inference. This is suited for workloads where prompt and response data must not be accessible to the infrastructure operator.

Does HAI retain my data?

No. HAI operates a zero data retention policy — prompts and responses are not stored after the request completes.

Infomaniak AI Services FAQs

What is Infomaniak AI Services?

Infomaniak AI Services is a Swiss cloud provider offering LLM inference access to open-weight models. See infomaniak.com/en/hosting/ai-services for details.

What currency does Infomaniak AI Services use for pricing?

Infomaniak AI Services prices are denominated in CHF. See infomaniak.com/en/hosting/ai-services/prices for current rates.

Is the Infomaniak AI Services API OpenAI-compatible?

Infomaniak AI Services provides an OpenAI-compatible API. See developer.infomaniak.com for endpoint details.

Provider resources

HAI by HCloud — Japan-based inference — zero data retention, JPY pricing, TEE-secured Kimi K3

HAI is HCloud's LLM inference platform based in Japan, offering DeepSeek, GLM-5.3, Kimi K3, and Gemma 4 models with a zero data retention policy. Prices are in JPY per 1M tokens, tax included. The Kimi K3 (TEE) variant runs in a Trusted Execution Environment for confidential inference. Suited for Japanese enterprises and APAC workloads requiring data residency.

Japan-based inference with zero data retention and a TEE-secured Kimi K3 variant for confidential workloads.

Infomaniak AI Services — Swiss AI inference with CHF pricing

Infomaniak AI Services (infomaniak.com) is a Swiss cloud provider offering LLM inference access to open-weight models including Qwen and Mistral families via an OpenAI-compatible API, with pricing denominated in CHF.

Key strengths compared

HAI by HCloud

  • Zero data retention policy — suitable for privacy-sensitive workloads
  • Japan-based infrastructure — low latency for APAC users
  • TEE-secured Kimi K3 variant for confidential inference
  • JPY pricing excluded from USD cross-provider comparisons
  • Smaller catalog vs global inference hubs

Infomaniak AI Services

    Key weaknesses compared

    HAI by HCloud

    • JPY pricing excluded from USD cross-provider comparisons
    • Smaller catalog vs global inference hubs
    • Newer provider — limited third-party benchmark transparency

    Infomaniak AI Services

      Provider category context

      HAI by HCloud is a inference api, founded in 2024. Infomaniak AI Services is a inference api. Both are inference api providers — the comparison is primarily about pricing, model selection, and feature differentiation within the same tier.

      How to choose between them

      Both HAI by HCloud and Infomaniak AI Services host open-weight models. The key differentiators are latency, throughput, and which specific model versions each provider offers. Check the speed metrics above — inference API providers often differ significantly on tokens-per-second for the same model. Pricing is typically competitive between them; availability of specific model versions (e.g., Llama 3.1 405B, DeepSeek V3) may be the deciding factor.