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DeepgramvsScaleway

Deepgram vs Scaleway: Token Pricing, Speed & Intelligence

Full comparison of Deepgram and Scaleway — 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

Scaleway

B300-SXM GPU instances — French sovereign cloud, Generative APIs with 1M free tokens

Scaleway is a French cloud provider offering GPU compute and LLM inference with the strongest EU data sovereignty credentials. The Generative APIs catalog includes GLM-5.2 (€1.80/€5.50), Mistral Medium 3.5 (€1.50/€7.50), Qwen3.8-27B (€0.60/€3.30), DeepSeek V4 Flash 0731 (€0.40/€0.80), gpt-oss-120B (€0.15/€0.60), and Llama 3.3 70B (€0.90/€0.90). All new customers get 1M free tokens. GPU instances include B300-SXM, H100, L40S, and L4.

European complianceFrench data sovereigntyGDPROpen-sourceGPU computeDedicated inference
Open-weight hostHosts open weights

Key metric comparison

Deepgram
Scaleway
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

Scaleway

1M free tokens for all new customers — best free tier in Europe
B300-SXM GPU instances — latest NVIDIA Blackwell hardware in Europe
Live model catalog: GLM-5.2, Mistral Medium 3.5, Qwen3.8-27B, DeepSeek V4 Flash, gpt-oss-120B
French cloud — strongest EU data sovereignty credentials
Serverless and dedicated deployment options
Low latency (<200ms TTFT) for European end-users
Smaller model catalog than US-based inference providers
Lower throughput than speed-optimised providers
Less developer tooling than OpenAI or Anthropic

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.

Scaleway

The strongest European data sovereignty credentials — French company, French data centres, 1M free tokens for new customers, B300-SXM GPU instances, and <200ms TTFT for European users.

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.

Scaleway FAQs

What models does Scaleway Generative APIs offer?

Scaleway's Generative APIs catalog includes GLM-5.2 (€1.80/€5.50), Mistral Medium 3.5 (€1.50/€7.50), Qwen3.8-27B (€0.60/€3.30), DeepSeek V4 Flash 0731 (€0.40/€0.80), gpt-oss-120B (€0.15/€0.60), Llama 3.3 70B (€0.90/€0.90), and more. All prices per 1M tokens.

Does Scaleway offer free tokens?

Yes. Every new Scaleway customer gets 1,000,000 free tokens to use across any Generative APIs model. Billing starts from the 1,000,001st token.

What GPU hardware does Scaleway offer in 2026?

Scaleway offers B300-SXM GPU instances (latest NVIDIA Blackwell), H100 SXM and PCIe, L40S, and L4 GPU instances. B300-SXM is one of the first Blackwell deployments available in Europe.

Provider resources

Deepgram

Provider page
Website
PricingDocs

Scaleway

Provider page
Website
PricingDocs

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.

Scaleway — B300-SXM GPU instances — French sovereign cloud, Generative APIs with 1M free tokens

Scaleway is a French cloud provider offering GPU compute and LLM inference with the strongest EU data sovereignty credentials. The Generative APIs catalog includes GLM-5.2 (€1.80/€5.50), Mistral Medium 3.5 (€1.50/€7.50), Qwen3.8-27B (€0.60/€3.30), DeepSeek V4 Flash 0731 (€0.40/€0.80), gpt-oss-120B (€0.15/€0.60), and Llama 3.3 70B (€0.90/€0.90). All new customers get 1M free tokens. GPU instances include B300-SXM, H100, L40S, and L4.

The strongest European data sovereignty credentials — French company, French data centres, 1M free tokens for new customers, B300-SXM GPU instances, and <200ms TTFT for European users.

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

Scaleway

  • 1M free tokens for all new customers — best free tier in Europe
  • B300-SXM GPU instances — latest NVIDIA Blackwell hardware in Europe
  • Live model catalog: GLM-5.2, Mistral Medium 3.5, Qwen3.8-27B, DeepSeek V4 Flash, gpt-oss-120B
  • Smaller model catalog than US-based inference providers
  • Lower throughput than speed-optimised providers

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

Scaleway

  • Smaller model catalog than US-based inference providers
  • Lower throughput than speed-optimised providers
  • Less developer tooling than OpenAI or Anthropic

Provider category context

Deepgram is a frontier lab, founded in 2015. Scaleway is a cloud, founded in 1999. 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 Scaleway if you need 1m free tokens for all new customers — best free tier in europe. 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.