Vendor website benchmark · category
AI coding tools vendors, measured on their own websites
Code completion, agents and review. What the site serves a crawler, not what the model writes.
Listed
13
Currently measurable
10
Median website score
77
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 28.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| Qodo qodo.ai | 86 C | 90 | 82 | 84 | 2 | present | absent | 2026-10-08 06:19Z |
| Zencoder zencoder.ai | 86 C | 87 | 92 | 78 | 3 | present | absent | 2026-10-05 16:17Z |
| Cursor cursor.com | 84 C | 91 | 75 | 84 | 3 | present | absent | 2026-10-04 04:54Z |
| Augment Code augmentcode.com | 80 C | 92 | 73 | 70 | 2 | present | absent | 2026-10-04 13:18Z |
| Sourcegraph sourcegraph.com | 78 C | 88 | 79 | 64 | 3 | absent | absent | 2026-10-05 01:17Z |
| Poolside poolside.ai | 75 C | 97 | 74 | 45 | 5 | absent | absent | 2026-10-04 14:17Z |
| CodiumAI codium.ai | 74 C | 75 | 82 | 64 | 2 | absent | absent | 2026-10-06 08:18Z |
| Sweep sweep.dev | 74 C | 95 | 70 | 51 | 3 | absent | absent | 2026-09-19 14:18Z |
| Magic magic.dev | 68 D | 83 | 76 | 39 | 5 | absent | absent | 2026-10-07 14:22Z |
| Tabnine tabnine.com | 67 D | 78 | 45 | 73 | 6 | absent | absent | 2026-09-19 15:18Z |
| Codeium codeium.com | Alias of windsurf.com | — | — | — | — | absent | absent | 2026-10-06 08:18Z |
| Cognition cognition.ai | Alias of cognition.com | — | — | — | — | absent | absent | 2026-10-06 08:19Z |
| Replit replit.com | Measurement incomplete — no grade | — | — | — | — | absent | absent | 2026-10-08 09:19Z |
Compare within this category
Open any two to four of these side by side: /directory/compare/qodo/zencoder — slugs in any order resolve to one canonical page.