ANALYTICS
A tables-listings-graphs package that reached CRAN and then went quiet.
Alternatives · analytics tools
nodbi alternatives
The best nodbi alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 14, 2026
Looking for the best alternatives to nodbi? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, nodbi shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About nodbi
One document API over six databases, and every release is spent absorbing their JSON engines' churn
nodbi presents a single document-store interface — docdb_create, docdb_query, docdb_update — over SQLite, DuckDB, PostgreSQL, MongoDB, CouchDB and Elasticsearch. The engineering reality behind that abstraction is that each backend's JSON support keeps moving, and the releases show it: jsonb_tree adopted as RSQLite 2.4.4 exposes it, json_tree reworked for DuckDB 1.3.0, then avoided entirely for DuckDB listfields because it was too slow. The 0.11.0 release in late 2024 is the one that changed the contract, making docdb_query() return columns of a single consistent type.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to nodbi
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Tplyr made clinical summary tables explain where every number came from.
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Clinical listings that keep inheriting their hardest problem — pagination — from the layer below.
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A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.
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gigs redesigned its whole conversion API for rOpenSci, then spent three releases getting the docs to build.
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A weather-data client that keeps rewriting its HTTP layer while slowly tightening its API.
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datasetjson rebuilt its object model to track the CDISC Dataset-JSON 1.1 schema.
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A TIFF reader for scientific imaging that spent its recent releases shedding weight and fixing memory bugs.
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tern is migrating its entire analysis-function catalogue off make_afun(), one release at a time.
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A reference posterior database that hit 1.0 with a paper, and is now graded on the statistics it ships.
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Markdown round-tripping through XML, where every release is another thing it learned not to mangle.
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A Qualtrics data-cleaning package that has been in maintenance mode since its CRAN acceptance.
nodbi vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| nodbi (baseline) | 0.0 | 0 | document-databasesjsonduckdb | Query results get consistent column types; fast NDJSON import reaches SQLite and Postgres |
| tidytlg | 0.0 | 0 | clinical-trialstablesr-package | — |
| Tplyr | 0.0 | 0 | clinical-trialstablestraceability | 1.0.0 introduces the traceability metadata framework |
| rlistings | 0.0 | 0 | clinical-trialslistingspagination | — |
| hoardr | 0.0 | 0 | cachingr-packageropensci | — |
| gigs | 0.0 | 0 | growth-standardsneonatal-healthr-package | Conversion API rewritten around data frames and classify_growth() |
| riem | 0.0 | 0 | weather-dataapi-clientr-package | — |
| datasetjson | 0.0 | 0 | clinical-datacdiscjson | Dataset-JSON 1.1.0 support with a redesigned object model |
| ijtiff | 0.0 | 0 | imagingtiffr-package | — |
| tern | 0.0 | 0 | clinical-trialstablesr-package | Two dozen more analysis functions drop make_afun() |
| posteriordb | 0.0 | 0 | bayesianbenchmarkingreference-data | — |
| tinkr | 0.0 | 0 | markdownxmlr-package | First release: the extensible yarn R6 class |
| excluder | 0.0 | 0 | survey-datadata-cleaningr-package | — |
The 12 best nodbi alternatives, in depth
1. tidytlg · velocity 0.0
A tables-listings-graphs package that reached CRAN and then went quiet.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, tidytlg focuses on clinical trials, tables and r package.
tidytlg and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. Tplyr · velocity 0.0
Tplyr made clinical summary tables explain where every number came from.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “1.0.0 introduces the traceability metadata framework”.
Where nodbi leans on document databases, json and duckdb, Tplyr focuses on clinical trials, tables and traceability.
Tplyr and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. rlistings · velocity 0.0
Clinical listings that keep inheriting their hardest problem — pagination — from the layer below.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, rlistings focuses on clinical trials, listings and pagination.
rlistings and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. hoardr · velocity 0.0
A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, hoardr focuses on caching, r package and ropensci.
hoardr and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. gigs · velocity 0.0
Gigs redesigned its whole conversion API for rOpenSci, then spent three releases getting the docs to build.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Conversion API rewritten around data frames and classify_growth()”.
Where nodbi leans on document databases, json and duckdb, gigs focuses on growth standards, neonatal health and r package.
gigs and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. riem · velocity 0.0
A weather-data client that keeps rewriting its HTTP layer while slowly tightening its API.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, riem focuses on weather data, api client and r package.
riem and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. datasetjson · velocity 0.0
Datasetjson rebuilt its object model to track the CDISC Dataset-JSON 1.1 schema.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Dataset-JSON 1.1.0 support with a redesigned object model”.
Where nodbi leans on document databases, json and duckdb, datasetjson focuses on clinical data, cdisc and json.
datasetjson and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full datasetjson trajectory → · Compare nodbi vs datasetjson →
8. ijtiff · velocity 0.0
A TIFF reader for scientific imaging that spent its recent releases shedding weight and fixing memory bugs.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, ijtiff focuses on imaging, tiff and r package.
ijtiff and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. tern · velocity 0.0
Tern is migrating its entire analysis-function catalogue off make_afun(), one release at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Two dozen more analysis functions drop make_afun()”.
Where nodbi leans on document databases, json and duckdb, tern focuses on clinical trials, tables and r package.
tern and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. posteriordb · velocity 0.0
A reference posterior database that hit 1.0 with a paper, and is now graded on the statistics it ships.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, posteriordb focuses on bayesian, benchmarking and reference data.
posteriordb and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full posteriordb trajectory → · Compare nodbi vs posteriordb →
11. tinkr · velocity 0.0
Markdown round-tripping through XML, where every release is another thing it learned not to mangle.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “First release: the extensible yarn R6 class”.
Where nodbi leans on document databases, json and duckdb, tinkr focuses on markdown, xml and r package.
tinkr and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. excluder · velocity 0.0
A Qualtrics data-cleaning package that has been in maintenance mode since its CRAN acceptance.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where nodbi leans on document databases, json and duckdb, excluder focuses on survey data, data cleaning and r package.
excluder and nodbi have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to nodbi?
The top nodbi alternatives we currently track in analytics tools are tidytlg, Tplyr, rlistings, hoardr, gigs, ranked by recent ship velocity.
How is this list of nodbi alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare nodbi directly with one of these alternatives?
Yes — every card has a "Compare with nodbi" link to a side-by-side /compare page.