Developer ecosystem comparison
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TaxJar vs Uptime.com

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

TaxJar (Making sales tax filing easier for more than 20,000 online sellers and merchants across the world.) and Uptime.com (Uptime.com is an industry-leading website monitoring solution.) both appear on the Smoower Developer Ecosystem Index.

Uptime.com (rank #625) holds a narrow lead over TaxJar (rank #696) on the overall Smoower ecosystem score (33 vs 31). The gap of 2 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), TaxJar is clearly ahead of Uptime.com. On education (docs, guides and learning material for developers), TaxJar is slightly ahead of Uptime.com. On community (issue response, PR reviews and discussion health), Uptime.com is ahead of TaxJar. On reach (how visible the ecosystem is beyond its own repos), Uptime.com is clearly ahead of TaxJar. On momentum (release cadence and how fast the ecosystem moves), Uptime.com is slightly ahead of TaxJar.

TaxJar carries 491 GitHub stars across 39 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. Uptime.com shows 35 stars across 9 public repos, 6 active in the last 90 days and 4 external contributors. The star gap on its own does not decide the comparison, but TaxJar's footprint is roughly 14.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

TaxJar is the stronger read for anyone weighting code quality. Uptime.com looks better where reach is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricTaxJarUptime.com
Ranking
Overall rank#696#625
Pillars
Overall3133
Code6336
Education7165
Community1828
Reach139
Momentum3031
Builder experience00
Signals
Stars49135
Forks27934
Public repos399
Active repos (90d)16
External contributors24
Avg polish6142
Avg AI-readiness4129

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