Hy-SWE Max
Tencent Hy4 preview 64.2% leads since August 2026 Coding agents solve 300 Tencent in-house software tasks in Claude Code with a 200-turn budget and no web access. Hidden verifier tests grade each task.
The Hy4 preview card renames it Hy-SWE Max Verified and gives the same Hy3 score (49.0), so it stays one record. Results average 3 runs.
- Made by
- Tencent Hy team
- Released
- April 2026
- Kind
- Fixing real repositories
- Level
- Expert
- Scored
- Checked automatically
- Answers
- Code
- Tasks
- Kept private
- Last in a launch post
- August 2026
- Last model added
- August 2026
Tencent Hy4 preview leads with 64.2% among models released by August 2026
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
The newest model with a score here came out in August 2026, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- Claude Fable 5.2
-
Gemini 4 Carbon - GPT-6 Astra
- Claude Opus 5.5
- and 16 more
- 1 Tencent Hy4 preview 64.2%
- 2 Tencent Hy3 49%
- 3 Tencent Hy3 preview 30%
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Tencent Hy4 preview | 64.2% | Aug 2026 | Lab model card | |
| 2 | Tencent Hy3 | 49% | Jul 2026 | Lab model card | |
| 3 | Tencent Hy3 preview | 30% | Apr 2026 | Lab model card |
3 models have held number one in labs’ own numbers since its release in April 2026
Lab claims count from the day the card came out, independent runs from the model’s release.
Source: Labs’ model cards
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
One lab put it in a launch post in the last six months
Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.
| Date | Launch post | Score | As the post writes it |
|---|---|---|---|
| Aug 28, 2026 | Tencent Hy4 preview | 64.2 | Hy-SWE Max Verified (Internal) |
| Jul 2, 2026 | Tencent Hy3 | 49 | Hy-SWE Max (internal) |
| Apr 23, 2026 | Tencent Hy3 preview | 30 | Hy-SWE Max (internal) |
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