Sovereign inference — DeepSeek V4 Flash Official

Your sovereign, private DeepSeek V4 Flash Official

DeepSeek V4 Flash Official (0731) is the official July release of DeepSeek-V4-Flash — a 284B-parameter MoE (13B active) with a 1M-token context, hybrid compressed-sparse attention, and three reasoning-effort modes (non-think / think-high / think-max). A reasoning model in the medium tier, served on ToothFairyAI's AU, EU and US endpoints — private by default, billed in US dollars per million tokens at the published rates below. No training on your data, no vendor lock-in.

AU · EU · US resident$0.42/1M input$1.51/1M output$0.10/1M cached input450K context

How DeepSeek V4 Flash Official compares

Independent intelligence index for DeepSeek V4 Flash Official against every peer in the Medium tier (and the tier above where needed) — same source, same tests.

DeepSeek V4 Flash Official (this model)34.3DeepSeek V4.1 Flash 1017 Ultra-fast45.1GLM 5.3 Flash Priority41.8DeepSeek V4.1 Flash Priority39.5Minimax 329.2GPT OSS 20B9.0Qwen 3 32B7.3

Latency — end-to-end seconds for a 500-token answer

DeepSeek V4 Flash Official12.5sDeepSeek V4.1 Flash 1017 Ultra-fast13.0sGLM 5.3 Flash Priority58.6sDeepSeek V4.1 Flash Priority11.7sMinimax 322.5sGPT OSS 20B14.7sQwen 3 32B7.2s

Capability indexes

Domain-weighted agentic performance for DeepSeek V4 Flash Official.

Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics

Capability index vs medium peers

13.126.239.452.537.543.137.735.434.940.3DeepSeek V4 Flash Official48.352.546.445.250.5DeepSeek V4.1 Flash 1017 Ultra-fast42.045.139.944.843.848.9GLM 5.3 Flash Priority45.051.741.340.639.344.4DeepSeek V4.1 Flash Priority30.125.031.529.731.243.7Minimax 37.34.87.36.611.711.3GPT OSS 20B
Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics

The evaluations behind the index

Independent benchmark results for DeepSeek V4 Flash Official — Elo scores as published; pass rates shown as percentages.

AutomationBench-AA54.0 %Terminal-Bench 4.012.1 %SciCode50.3 %Humanity's Last Exam38.6 %GDP.pdf11.0 %CritPt16.6 %AA-LCR (long context)79.7 %

Per-evaluation economics

EvaluationScoreTime / taskOutput tokens / task
AA-Briefcase1259.675.7 min108330
GDPval-AA1426.575.0 min94770
AutomationBench-AA54.0%1.9 min36294
Terminal-Bench 4.012.1%7.8 min146812
SciCode50.3%1.7 min31296
Humanity's Last Exam38.6%1.7 min32354
GDP.pdf11.0%1.3 min24138
CritPt16.6%4.5 min85826
AA-Omniscience-1428.3%0.8 min15070
AA-LCR (long context)79.7%0.2 min4204

Run DeepSeek V4 Flash Official privately

One key, one endpoint, three jurisdictions.

  • Size tierMedium
  • Serving routeStandard
  • Input rate$0.42/1M
  • Output rate$1.51/1M
  • Cached input rate$0.10/1M
  • Context window450K tokens
  • Max output16K tokens
  • ReasoningYes — emits thinking traces
  • Vision & video inputText only
  • Tool callingSupported
  • Data residencyAU, EU and US endpoints — processing stays inside the region you call