PRICE~deepseek/deepseek-v4-flash-latest cached_input_per_mtok decreased from 0.012 to 0.007715mPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok decreased from 0.012 to 0.007715mPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok decreased from 0.012 to 0.007715mPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok decreased from 0.012 to 0.007715mPRICEdeepseek/deepseek-v3.1-terminus input_per_mtok decreased from 0.30 to 0.2715mPRICE~deepseek/deepseek-v4-flash-latest cached_input_per_mtok increased from 0.0011 to 0.01246mPRICE~deepseek/deepseek-v4-flash-latest output_per_mtok increased from 0.60 to 1.2846mPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok decreased from 0.013 to 0.01246mPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok decreased from 0.017 to 0.01246mPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok decreased from 0.017 to 0.01246mNEW MODELnvidia/switchyard appeared in the catalogue46mPRICE~deepseek/deepseek-v4-flash-latest output_per_mtok decreased from 1.04 to 0.601hPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok increased from 0.0038 to 0.0131hPRICEnvidia/nemotron-3-ultra-550b-a55b cached_input_per_mtok decreased from 0.12 to 0.101hPRICEnvidia/nemotron-3-ultra-550b-a55b output_per_mtok decreased from 2.40 to 2.201hPRICEnvidia/nemotron-3-ultra-550b-a55b input_per_mtok decreased from 0.60 to 0.501hPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok increased from 0.0051 to 0.0171hPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok increased from 0.0051 to 0.0171hPRICE~moonshotai/kimi-latest cached_input_per_mtok decreased from 0.80 to 0.292hPRICE~moonshotai/kimi-latest output_per_mtok decreased from 13.00 to 11.362hPRICE~moonshotai/kimi-latest input_per_mtok decreased from 1.39 to 1.002hPRICE~deepseek/deepseek-v4-flash-latest output_per_mtok increased from 0.95 to 1.042hPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok decreased from 0.0058 to 0.00382hPRICEinclusionai/ling-3.0-flash-fin cached_input_per_mtok decreased from 0.012 to 0.00842hPRICEinclusionai/ling-3.0-flash-fin output_per_mtok decreased from 0.18 to 0.122hPRICEinclusionai/ling-3.0-flash-fin input_per_mtok decreased from 0.06 to 0.0422hPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok decreased from 0.0077 to 0.00512hPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok decreased from 0.0077 to 0.00512hPRICE~z-ai/glm-flash-latest output_per_mtok increased from 0.60 to 0.932hPRICE~deepseek/deepseek-v4-flash-latest output_per_mtok decreased from 1.20 to 0.952hPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok decreased from 0.0086 to 0.00582hPRICEz-ai/glm-5.2 cached_input_per_mtok decreased from 0.32 to 0.262hPRICEdeepseek/deepseek-v4-flash-0731 cached_input_per_mtok decreased from 0.012 to 0.00772hPRICEdeepseek/deepseek-v4-flash-0731 input_per_mtok decreased from 0.012 to 0.00772hPRICE~moonshotai/kimi-latest input_per_mtok increased from 1.34 to 1.393hPRICE~deepseek/deepseek-v4-flash-latest cached_input_per_mtok decreased from 0.0038 to 0.00113hPRICE~deepseek/deepseek-v4-flash-latest input_per_mtok increased from 0.0038 to 0.00863hPRICEgoogle/gemma-4-26b-a4b-it cached_input_per_mtok decreased from 0.05 to 0.0383hPRICEgoogle/gemma-4-26b-a4b-it output_per_mtok decreased from 0.30 to 0.233hPRICEgoogle/gemma-4-26b-a4b-it input_per_mtok decreased from 0.09 to 0.0683h

Scaleway — AI inference benchmarks

FR · serverless · 6 benchmarked models · 1 region · EU residency
#4 GLOBALAdd to compare
Overall92.4Rel.100.0%Tools100.0%JSON100.0%TTFT172 msP951234 msTok/s93Price$0.95 / $1.81Δ30d↑ 4.3● last run 10h ago · 24 runs in 24h

Head-to-head: vs Cerebras · vs Groq · vs OpenRouter · vs Cortecs · vs Together · vs Mistral

Provider vs market

Percentile across 8 ranked providers
Reliability 100.0%P100
Tools 100.0%P100
Structured 100.0%P100
TTFT 172 msP100
Throughput 93 tok/sP25
Cost $1.81P38

Price vs performance

Scaleway highlighted vs peers
879196100$4.37$8.74$13.10$17.47Output price $/M →Score ↑Cerebras — $0.75/M out · score 99.0Groq — $0.45/M out · score 98.2Mistral — $4.50/M out · score 93.2Scaleway — $1.81/M out · score 92.4ScalewayCortecs — $1.23/M out · score 92.2OpenAI — $15.60/M out · score 90.4Together — $1.12/M out · score 85.8OpenRouter — $1.20/M out · score 84.4

30-day trend

Measured daily series
Score92.4
TTFT162 ms
Tools100.0%
Reliability100.0%
Price$2.58

Key positioning

Derived from benchmark percentiles
Strengths
  • Reliability (P100)
  • Tools (P100)
  • Structured (P100)
  • TTFT (P100)
Weaknesses
  • Throughput (P25)
  • Cost (P38)
Best suited for

Scaleway in the registry

  • Parent companyIliad Group
  • HeadquartersFR
  • API protocolsopenai chat completions
  • Catalogued endpoints1
  • Websitewww.scaleway.com
  • Last verified2026-10-02

Observed models & declared pricing

Read from Scaleway's own catalogue by continuous discovery — declared data, not benchmark results.

ModelObserved
bge-multilingual-gemma22026-10-02
deepseek-v4-flash-07312026-10-02
gemma-4-26b-a4b-it2026-10-02
glm-5.22026-10-02
gpt-oss-120b2026-10-02
llama-3.3-70b-instruct2026-10-02
mistral-medium-3.5-128b2026-10-02
mistral-small-3.2-24b-instruct-25062026-10-02
pixtral-12b-24092026-10-02
qwen3-235b-a22b-instruct-25072026-10-02
qwen3-coder-30b-a3b-instruct2026-10-02
qwen3-embedding-8b2026-10-02
qwen3.5-397b-a17b2026-10-02
qwen3.6-35b-a3b2026-10-02
qwen3.8-27b2026-10-02
whisper-large-v32026-10-02

All providers · How we benchmark