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Delta Lake

Ranked 3 of 3 table formats by recommenders

Open-source table format for data lakes, valued for compaction, parallel writers and space savings.

Open-source table format for data lakes, valued for compaction, parallel writers and space savings.

8 people gave an opinion

recommend it
5
criticize it
3
approval share
63%
Each figure is one person. RecommendsCriticizes

Recommended in 4 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: not recommended
  10. August 2026: not recommended
  11. September 2026: not recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 5 people recommend itNeeds 10 or more, not met.
  • 1.6 recommenders for every criticNeeds 2 to 1 or better, not met.
  • Recommended in 4 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Often listed alongside Iceberg and DuckLake

    “I feel like this is what delta lake and ducklake are largely solving for. And then some.”

    Comment from 4 May 2026 in “Buckets and objects are not enough”

    “Delta, Iceberg should be in the list”

    Comment from 14 Feb 2026 in “Show HN: Data Engineering Book – An open source, community-driven guide”
  • Multiple manifests and compaction design

    “I'd again point to DeltaLake for the "good" design here, which is to have multiple manifests and compaction, which also unlocks parallel writers.”

    Comment from 24 Feb 2026 in “A distributed queue in a single JSON file on object storage”
  • Large space savings

    “getting a fuck ton of more space savings”

    Comment from 15 Jun 2026 in “How TimescaleDB compresses time-series data”

Other table formats people recommend

The two most recommended other table formats, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Delta Lake compared with 2 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
DuckLake36980%9—Approved
Apache Iceberg26681%11—Approved
Delta LakeThis page5363%4——
See all 3 table formats, ranked

What people said

7 of the 8 comments that mention it, newest first. Each links to the original comment.

“it would fail compactions, if you run it fast enough”

CriticizesComment from 10 Aug 2026 in “How We Pushed CDC into Postgres”

“getting a fuck ton of more space savings”

RecommendsComment from 15 Jun 2026 in “How TimescaleDB compresses time-series data”

“I feel like this is what delta lake and ducklake are largely solving for. And then some.”

RecommendsComment from 4 May 2026 in “Buckets and objects are not enough”

“I'd again point to DeltaLake for the "good" design here, which is to have multiple manifests and compaction, which also unlocks parallel writers.”

RecommendsComment from 24 Feb 2026 in “A distributed queue in a single JSON file on object storage”

“Delta, Iceberg should be in the list”

RecommendsComment from 14 Feb 2026 in “Show HN: Data Engineering Book – An open source, community-driven guide”

“I don't think it actually solves your core problem”

CriticizesComment from 29 Dec 2025 in “Best way to annotate large parquet LLM logs without full rewrites?”

“Delta lake and Iceberg do not enforce primary key constraints”

CriticizesComment from 19 Nov 2025 in “Cloudflare outage on November 18, 2025 post mortem”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.