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Deepgram vs IONOS AI Model Hub: Token Pricing, Speed & Intelligence

Full comparison of Deepgram and IONOS AI Model Hub — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

Deepgram

Nova-3 speech-to-text API — real-time and batch transcription at low latency

Deepgram is a speech-to-text API provider specialising in low-latency audio transcription. Its Nova-3 model delivers real-time streaming transcription with high accuracy across accents and domains. Nova-3 Medical is tuned for clinical vocabulary. Deepgram also hosts Whisper Large for teams that need an open-weights baseline. Pricing is per audio hour rather than per token.

TranscriptionReal-time captionsVoice agentsMedical documentationCall analytics
Proprietary models

IONOS AI Model Hub

Managed open-weight inference from IONOS Cloud

IONOS AI Model Hub is a managed LLM inference service from IONOS Cloud, offering access to open-weight models including Qwen, Mistral, Llama, and GPT OSS families via an OpenAI-compatible API, with pricing denominated in EUR (net of tax).

ChatOpen-weight inferenceEuropean 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

Deepgram

Nova-3 delivers industry-leading accuracy with ~300 ms P50 latency for real-time streaming
Nova-3 Medical tuned for clinical and healthcare vocabulary
Per-audio-hour pricing is predictable for high-volume transcription workloads
Supports 30+ languages and automatic language detection
Whisper Large available for open-weights baseline comparisons
Speech-to-text only — no LLM chat, image, or embedding models
No per-token pricing; cost structure differs from general-purpose LLM APIs
Smaller ecosystem than general-purpose providers

Key differentiators

Deepgram

Purpose-built speech-to-text API with Nova-3 at ~300 ms latency and a medical-domain variant — priced per audio hour rather than per token.

Frequently asked questions

Deepgram FAQs

How is Deepgram priced?

Deepgram charges per audio hour rather than per token. Nova-3 is $0.218/hour, Nova-3 Medical is $0.435/hour, and Whisper Large is $0.218/hour. See deepgram.com/pricing for current rates.

What is Deepgram Nova-3?

Nova-3 is Deepgram's latest speech recognition model, offering high accuracy with approximately 300 ms P50 latency for real-time streaming. It supports 30+ languages and is optimised for conversational and call-centre audio.

Does Deepgram support real-time transcription?

Yes. Deepgram's streaming API delivers transcription results with ~300 ms latency, making it suitable for live captions, voice agents, and real-time call analytics.

IONOS AI Model Hub FAQs

What is IONOS AI Model Hub?

IONOS AI Model Hub is a managed LLM inference service from IONOS Cloud. It provides access to open-weight models via an OpenAI-compatible API. See cloud.ionos.com/managed/ai-model-hub for details.

What currency does IONOS AI Model Hub use for pricing?

Prices are denominated in EUR, net of tax. See the IONOS Cloud price list at docs.ionos.com for current rates.

What models are available on IONOS AI Model Hub?

Available models include families from Qwen, Mistral, Llama, and GPT OSS. See docs.ionos.com/cloud/ai/ai-model-hub for the current catalog.

Provider resources

Deepgram — Nova-3 speech-to-text API — real-time and batch transcription at low latency

Deepgram is a speech-to-text API provider specialising in low-latency audio transcription. Its Nova-3 model delivers real-time streaming transcription with high accuracy across accents and domains. Nova-3 Medical is tuned for clinical vocabulary. Deepgram also hosts Whisper Large for teams that need an open-weights baseline. Pricing is per audio hour rather than per token.

Purpose-built speech-to-text API with Nova-3 at ~300 ms latency and a medical-domain variant — priced per audio hour rather than per token.

IONOS AI Model Hub — Managed open-weight inference from IONOS Cloud

IONOS AI Model Hub is a managed LLM inference service from IONOS Cloud, offering access to open-weight models including Qwen, Mistral, Llama, and GPT OSS families via an OpenAI-compatible API, with pricing denominated in EUR (net of tax).

Key strengths compared

Deepgram

  • Nova-3 delivers industry-leading accuracy with ~300 ms P50 latency for real-time streaming
  • Nova-3 Medical tuned for clinical and healthcare vocabulary
  • Per-audio-hour pricing is predictable for high-volume transcription workloads
  • Speech-to-text only — no LLM chat, image, or embedding models
  • No per-token pricing; cost structure differs from general-purpose LLM APIs

IONOS AI Model Hub

    Key weaknesses compared

    Deepgram

    • Speech-to-text only — no LLM chat, image, or embedding models
    • No per-token pricing; cost structure differs from general-purpose LLM APIs
    • Smaller ecosystem than general-purpose providers

    IONOS AI Model Hub

      Provider category context

      Deepgram is a frontier lab, founded in 2015. IONOS AI Model Hub is a cloud. The category difference means these providers serve partially overlapping use cases — compare the model lists and pricing tables above to find the best fit for your specific workload.

      How to choose between them

      Choose Deepgram if you need Real-time transcription. Choose IONOS AI Model Hub if you need . For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.