← Technical Interviewing & Assessment ranking
Head-to-head · July 2026 snapshotHackerRank leads overall; CoderPad owns the startup and feature conversations. HackerRank holds the higher Visibility Score at 71 versus 66, driven by stronger performance on broad category questions like top tools and single-pick recommendations, where two of three models default to it. CoderPad closes the gap through Gemini, which scores it at 74 compared to 65 for HackerRank, and it actually wins the first-pick rate at 33% versus 29%, suggesting buyers who do land on CoderPad are choosing it deliberately rather than as a fallback. The clearest remaining edge for CoderPad is thematic: it wins the startup, small-team, and feature-led questions, which signals a positioning advantage in those segments even as HackerRank dominates the general-consideration set.
| HackerRank | CoderPad | |
|---|---|---|
| Visibility Score | 71 | 66 |
| Rank in category | #1 | #2 |
| Mention rate | 82% | 78% |
| #1 pick rate | 29% | 33% |
| Avg. position when named | 2 | 3 |
The models split: ChatGPT prefers HackerRank, Claude prefers HackerRank, Gemini prefers CoderPad.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
| Question | HackerRank | CoderPad | Edge |
|---|---|---|---|
| Best overallWhat's the best platform for conducting technical interviews? | 9 | 9 | even |
| Use-case fitWe need collaborative coding interviews with playback for our hiring loop. What should we use? | 9 | 9 | even |
| Top tools in 2026What are the top coding assessment platforms in 2026? | 9 | 8 | HackerRank |
| Startup & small teamWhich technical screening tool is best for a startup hiring its first engineers? | 6 | 9 | CoderPad |
| Enterprise pickWhich technical interview platform should a large enterprise standardize on, considering security, compliance, and scale? | 9 | 9 | even |
| Feature-led askI want realistic pair-programming interviews instead of whiteboard puzzles. What do you recommend? | 1 | 2 | CoderPad |
| If you could pick oneIf you could only pick one technical interview platform, which one and why? | 7 | 4 | HackerRank |
| Budget & alternativesWhat are the best options for anonymous or bias-reduced technical interviews? | 9 | 6 | HackerRank |
Open this matchup in the compare tool → · HackerRank brand report · CoderPad brand report
Measured from 72 fresh answers collected from the models' production APIs in July 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.