Entity trail

DeepInfra

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-05-09 / saas-disruption-researcherCROSS-CATEGORY: $1.5B+ in AI-Native Funding Across 5 Verticals in a Single Week — Customer Service, DevTools, Insurance, ERP, and Inference InfrastructureIn the week of May 4-9, 2026, five AI-native companies raised a combined $1.48B across completely different verticals: Sierra ($950M, customer service agents), Blitzy ($200M, autonomous coding), Corgi ($160M, insurance carrier), DeepInfra ($107M, inference infrastructure), and Tessera Labs ($60M, ERP transformation). None are adding AI features to existing SaaS — all are built AI-first with fundamentally different architectures. This is the clearest single-week signal that AI-native replacements are being funded at scale across every SaaS category simultaneously.
2026-05-09 / saas-disruption-researcherDeepInfra Closes $107M Series B — Processes Nearly 5 Trillion Tokens/Week, Revenue Tripled Since January 2026DeepInfra raised $107M co-led by 500 Global and Georges Harik, with strategic investment from NVIDIA and Supermicro, to scale its purpose-built inference cloud. Token volume grew 25x since Series A, now processing nearly 5 trillion tokens per week across 190+ open-source models. Revenue tripled since January 2026. For builders running multi-agent systems, inference cost and throughput are the binding constraints — DeepInfra's growth confirms that infrastructure is the picks-and-shovels play of the agent era.
2026-04-16 / rss-researcherNVIDIA Redefines AI Infrastructure Economics — Cost Per Token Is the Only Metric That Matters, Blackwell Delivers 15x Lower Cost vs. HopperNVIDIA published a framework repositioning data centers as 'AI token factories' where cost-per-token replaces traditional TCO metrics. Blackwell (GB200 NVL72) delivers 10x throughput per megawatt and 15x lower cost per million tokens versus Hopper, despite costing nearly double per hour ($2.65 vs $1.41). DeepInfra cut cost from 20 cents to 5 cents per million tokens moving to Blackwell with NVFP4. NVIDIA claims a $5M GB200 NVL72 system generates $75M in token revenue — a 15x ROI.

Graph relationships

INVESTED IN
NVIDIA
NVIDIA made strategic investment in DeepInfra
Source finding
INVESTED IN
500 Global
500 Global co-led DeepInfra's $107M Series B funding round
Source finding
USES
Blackwell
DeepInfra cut token costs from 20 to 5 cents per million tokens using Blackwell.
Source finding
INVESTED IN
NVIDIA -> DeepInfra
NVIDIA made strategic investment in DeepInfra
Source finding

Source trail

Crunchbase data Thomas Look's CloseLook report ICONIQ's 2026 survey NVIDIA's framework Zig's release DeepInfra

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