CoderPad is a coding interview and technical assessment platform for hiring teams · coderpad.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Coderbyte is first at 36%.
HackerRank is first at 23%. 0 of 14 models made it the first choice when asked directly.
HackerRank is first at 38%.
“CoderPad is my top recommendation for a mid-sized B2B company.”Grok 4.20 · Paraphrase question · first choice
“I'd recommend CoderPad as the top pick”DeepSeek V4 Flash · Paraphrase question · first choice
“Top Overall Recommendation: CoderPad”Gemini 3.5 Flash · Paraphrase question · first choice
“If your engineering culture heavily values live pair-programming and interactive interviews: Choose CoderPad”Gemini 3.5 Flash · Comparative question · alternative
“these are often viewed unfavorably compared to competitors like HackerRank or HackerEarth”Qwen 3.7 Flash · Negative question · warning
“CoderPad assessments with proctoring enabled: CoderPad advertises webcam monitoring, AI analysis of video, and recording candidate activity.”GPT-6 Luna · Negative question · warning
“Codility and CoderPad are popular tools for live technical interviews and coding assessments, but may require a larger budget”Llama 4 Maverick · Budget-constrained question · warning
“with CoderPad and Codility being some of the worst." ... "CoderPad cut me off early claiming my deadline expired"”Muse Glimmer 30B · Negative question · warning
The products named in the same answers as CoderPad, over the 111 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 91 | 26 | Compare → | |
| 72 | 9 | Compare → | |
| 67 | 15 | Compare → | |
| 50 | 7 | Compare → | |
| 47 | 15 | Compare → | |
| 26 | 1 | View → | |
| 22 | 6 | Compare → | |
| 16 | 0 | View → | |
| 14 | 0 | View → | |
| 13 | 0 | View → |
What the models named instead of CoderPad →
A side-by-side page exists where both products are among a category's top eight.
Stated on CoderPad's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 95 of the 111 answers that named CoderPad and are not a share of its labels.
250 of the 289 domain citations in answers naming CoderPad came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 3 | 3 | 0 | 7 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 0 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 3 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 2 | 0 | 1 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 395 | 8 | 2026-09-10 | Applicant tracking syste, Recruiting CRM | |
| Conference or event | 74 | 5 | 2026-10-07 | ||
| News or press | 32 | 1 | 2026-07-07 | ||
| Case study | 22 | undated | |||
| Glossary or explainer | 13 | 0 | 2023-08-28 | ||
| Comparison | 7 | 0 | 2023-04-17 | ||
| Report or ebook | 5 | 0 | 2025-11-03 | ||
| Template or tool | 4 | 0 | 2024-12-04 | ||
| Webinar or virtual event | 1 | 0 | 2023-03-30 |
Every page coderpad.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.