AI ranking
Coding agents
Development-oriented agents (Claude Code, Cursor Agent, Windsurf/Cascade, Aider). Assessed on their ability to modify, test and repair code.
Top visuel
- 01 Live SWE-agent + claude 4.5 opus medium (20251101) 79.21
- 02 Sonar foundation agent + claude 4.5 opus 79.20
- 03 Trae + doubao Seed Code 78.81
- 04 OpenHands + claude opus 4.5 77.61
- 05 Atlassian rovo dev (2025 09 02) 76.81
- 06 Epam ai/run developer agent v20250719 + claude 4 sonnet 76.80
- 07 Acoder 76.41
- 08 Harness ai 74.81
- 09 Joycode + claude 4 sonnet + gpt 4.1 74.61
- 10 Lingxi V1.5 Claude 4 Sonnet 20250514 74.60
Compare models. Cochez jusqu'à 3 modèles dans le tableau ci-dessous, puis lancez la comparaison : qui gagne sur quel usage, de combien, et avec quelle solidité.
0 models
| # | Model | Vendor | Score | Assessment | |
|---|---|---|---|---|---|
| 01 | — | 79.21 / 100 | Partial | ||
| 02 | Perplexity | 79.20 / 100 | Partial | ||
| 03 | ByteDance | 78.81 / 100 | Partial | ||
| 04 | Openhands | 77.61 / 100 | Partial | ||
| 05 | Atlassian | 76.81 / 100 | Partial | ||
| 06 | AI/Run Developer Agent | Epam systems, inc. | 76.80 / 100 | Partial | |
| 07 | ACoder | Acoder | 76.41 / 100 | Partial | |
| 08 | Harness AI | Harness | 74.81 / 100 | Partial | |
| 09 | JoyCode | Joycode | 74.61 / 100 | Partial | |
| 10 | Lingxi | 74.60 / 100 | Partial | ||
| 11 | Prometheus | — | 74.41 / 100 | Partial | |
| 12 | Refact.ai Agent | — | 74.40 / 100 | Partial | |
| 13 | Warp | Warp | 73.31 / 100 | Partial | |
| 14 | Anthropic Tools | — | 73.21 / 100 | Partial | |
| 15 | Salesforce SAGE | Salesforce ai research | 73.01 / 100 | Partial | |
| 16 | Anthropic | 71.71 / 100 | Partial | ||
| 17 | Qodo Command | Qodo | 71.21 / 100 | Partial | |
| 18 | Bloop | — | 71.20 / 100 | Partial | |
| 19 | Augment Agent | — | 70.41 / 100 | Partial | |
| 20 | Zencoder | — | 70.01 / 100 | Partial | |
| 21 | Google deepmind | 69.41 / 100 | Partial | ||
| 22 | OpenAI | 69.16 / 100 | Partial | ||
| 23 | — | 68.21 / 100 | Partial | ||
| 24 | DeepSeek | 68.01 / 100 | Partial | ||
| 25 | Bytedance devinfra | 66.41 / 100 | Partial | ||
| 26 | Amazon Q Developer Agent | Aws | 65.41 / 100 | Partial | |
| 27 | PatchPilot | — | 64.61 / 100 | Partial | |
| 28 | W&B Programmer | — | 64.60 / 100 | Partial | |
| 29 | Alibaba | 63.41 / 100 | Partial | ||
| 30 | NVIDIA | 63.21 / 100 | Partial | ||
| 31 | CodeStory Midwit | — | 62.21 / 100 | Partial | |
| 32 | OpenAI | 62.01 / 100 | Partial | ||
| 33 | ExpeRepair | — | 60.31 / 100 | Partial | |
| 34 | 60.21 / 100 | Partial | |||
| 35 | DeepSWE | — | 58.81 / 100 | Partial | |
| 36 | KGCompass | — | 58.31 / 100 | Partial | |
| 37 | devlo | — | 57.48 / 100 | Partial | |
| 38 | Emergent E1 | — | 57.21 / 100 | Partial | |
| 39 | Artemis Agent | — | 57.01 / 100 | Partial | |
| 40 | SWE-Rizzo | — | 56.61 / 100 | Partial | |
| 41 | Blackbox AI Agent | — | 55.91 / 100 | Partial | |
| 42 | FrogBoss | — | 53.61 / 100 | Partial | |
| 43 | Bracket.sh | — | 53.21 / 100 | Partial | |
| 44 | Gru | — | 52.86 / 100 | Partial | |
| 45 | 52.21 / 100 | Partial | |||
| 46 | EntroPO | — | 51.83 / 100 | Partial | |
| 47 | Engine Labs | — | 51.81 / 100 | Partial | |
| 48 | SemAgent | — | 51.71 / 100 | Partial | |
| 49 | AutoCodeRover | — | 51.61 / 100 | Partial | |
| 50 | Isea | — | 51.31 / 100 | Partial |
Score indicatif, pondéré à partir de sources publiques. Méthodologie transparente. Voir la page Classement IA pour la méthodologie complète et les autres catégories.