Startup Atlas

Luminal

The company says: Luminal is an AI inference compiler that compiles and optimizes AI models for GPUs and ASICs, delivering the fastest, highest throughput inference in the world.

Last successful source check: 2026-10-26

Company website: luminal.com

Inclusion criteria were assessed against available sources. Private-company status and category may be model assessments; no hands-on test or independent confirmation is implied.

Status
Unknown or unverified
Category
Unknown or unverified
Validated funding
$29,163,244 sold so far, per SEC Form D filed 2026-10-07
Pricing excerpt
$0.1425 per million tokens · quoted; see billing context below
Open roles
Unknown or unverified
AI visibility
Unmeasured. Visibility products are held.

What it does

Luminal is an AI inference compiler that compiles and optimizes AI models for GPUs and ASICs, delivering the fastest, highest throughput inference in the world.

Company excerpt; no hands-on test is implied.

Identity & inclusion

Name: Luminal

Legal name: Luminal AI Inc.

Privately held: Yes · Model assessment

Founded: Unknown or unverified; last successful source check 2026-10-26

Pricing

deepseek-ai/DeepSeek-V4.1-Flash LIVE Tokens USD per million Input $0.1425 Input, cache hit repeated prompt prefix $0.0029 Output reasoning tokens included $0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the / $0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the cache-hit rate; usage.prompt_tokens_details.cached_tokens in each response says how many

Validated price change history is unavailable in this snapshot.

Dated source quotations

These are captured source observations. Calendar weeks do not establish an elapsed weekly monitoring record.

Baseline observation; no price change established.

Captured 2026-10-26T09:03:00+00:00 · Pacific calendar week 2026-w44

https://www.luminal.com/pricingSHA-256 e6bc1690debff6c96ce1ca05d89e3f3b034b02e71d3ada35c00b3ee543c86e28
deepseek-ai/DeepSeek-V4.1-Flash LIVE Tokens USD per million Input $0.1425 Input, cache hit repeated prompt prefix $0.0029 Output reasoning tokens included $0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the
$0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the cache-hit rate; usage.prompt_tokens_details.cached_tokens in each response says how many

How it differs

Model comparison is unmeasured; no checked comparison with five nearest rivals is available in this snapshot.

Launches and changes

Validated product launch and change history is unavailable in this snapshot.

Team signals

Open roles: Unknown in this snapshot.

Departments are unavailable in this snapshot.

Similar startups

Validated similar startups are unavailable in this snapshot.

Funding & backers

$29,163,244 sold so far, per SEC Form D filed 2026-10-07

  • $29,163,244 sold so far · filed 2026-10-07 · SEC filing · Form D original filing. · Source

Offering amendments are combined. Announcement and filing overlap is unresolved, so these rows are not added into a total raised.

Unknown or unverified; last successful source check 2026-10-26

Sources & check dates

https://luminal.com/

Checked 2026-10-26

SHA-256 4d2ed53caab2bfaeefda0266a18300c2eb9dfaf22224f2b5dd90b95c0e95aa4b
Luminal - Inference at the Speed of Light LUMINAL Benchmarks Calculator Pricing Blog Careers Cont
https://luminal.com/

Checked 2026-10-26

SHA-256 4d2ed53caab2bfaeefda0266a18300c2eb9dfaf22224f2b5dd90b95c0e95aa4b
Luminal is an AI inference compiler that compiles and optimizes AI models for GPUs and ASICs, delivering the fastest, highest throughput inference in the world.
https://luminal.com/

Checked 2026-10-26

SHA-256 4d2ed53caab2bfaeefda0266a18300c2eb9dfaf22224f2b5dd90b95c0e95aa4b
Luminal AI Inc.
https://www.luminal.com/pricing

Checked 2026-10-26

SHA-256 e6bc1690debff6c96ce1ca05d89e3f3b034b02e71d3ada35c00b3ee543c86e28
deepseek-ai/DeepSeek-V4.1-Flash LIVE Tokens USD per million Input $0.1425 Input, cache hit repeated prompt prefix $0.0029 Output reasoning tokens included $0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the
https://www.sec.gov/Archives/edgar/data/2159178/000215917826000001/primary_doc.xml

Checked 2026-10-26

SHA-256 ff937ce292749bb977b861a162c116deee7620669d00454ce9abee98ba63a1e8
<totalAmountSold>29163244</totalAmountSold>
https://www.luminal.com/pricing

Checked 2026-10-26

SHA-256 e6bc1690debff6c96ce1ca05d89e3f3b034b02e71d3ada35c00b3ee543c86e28
$0.5700 One price at every hour of the day. A repeated prompt prefix (the system prompt, earlier turns) is billed at the cache-hit rate; usage.prompt_tokens_details.cached_tokens in each response says how many