IOI 2025
Model solves the 2025 International Olympiad in Informatics tasks. Scored with official subtask points (max 600).
Contest problems are public. No single public LLM harness found.
- Made by
- IOI (problems); NVIDIA harness
- Released
- August 2025
- Kind
- Competitive programming
- Level
- Competition
- Scored
- Checked automatically
- Answers
- Code
- Tasks
- All public
- Strongest model tested
-
Nemotron 3 Ultra #84 on the capability index
- Last in a launch post
- June 2026, dropped before it saturated
- Last model added
- June 2026
Nemotron 3 Ultra leads with 570.0 among models released by June 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 June 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
Nemotron 3 Ultra 570.0
- 2
DeepSeek-V3.2-Speciale 492.0
- 3
Nemotron-Cascade 2 30B-A3B 439.3
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | | 570.0 | Jun 2026 | Lab model card | |
| 2 | | 492.0 | Dec 2025 | Lab model card | |
| 3 | | 439.3 | Mar 2026 | Lab model card |
2 models have held number one in labs’ own numbers since its release in August 2025
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
Labs headline it less often now, last in June 2026
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 |
|---|---|---|---|
| Jun 4, 2026 | 570 | IOI 2025 | |
| Mar 19, 2026 | 439.3 | IOI 2025 |
3 system cards report it, from 2 labs
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Jun 9, 2026 | | 570 | IOI 2025, 570.0 points of 600 (Table 10) | Capabilities |
| Mar 19, 2026 | | 439.3 | IOI 2025, 439.28 of 600 points, gold, test-time scaling pipeline (Tables 1 and 2) | Capabilities |
| Dec 1, 2025 | | 492 | IOI 2025, 492/600 points, gold medal, ranked 10th (Table 4) | Capabilities |
More in Coding
- SWE-bench Verified In use 500 human-validated GitHub issues from 12 Python repos. Agent writes a patch that must pass hidden tests. Claude Opus 4.7 83.5%
- LiveCodeBench v6 In use Competitive programming problems collected after model cutoffs from LeetCode, AtCoder, Codeforces. Scored pass@1 on hidden tests.
DeepSeek-V4-Pro 93.5%
- SWE-bench Multilingual In use 300 GitHub-issue tasks across nine programming languages in SWE-bench format. Patch graded by repository tests. Claude Fable 5.2 96.6%
- DeepSWE In use 113 original long-horizon engineering tasks across 91 repos and five languages, written from scratch. Hand-written verifiers accept alternative solutions. GPT-6 Astra 74.1%
- SciCode In use Scientist-curated research coding problems split into subproblems across natural sciences. Code checked against test cases.
Seed2.1 Pro 59.8%
- Codeforces rating In use Model solves recent Codeforces contest problems. An Elo-style rating is computed from simulated contest performance.
DeepSeek V4.1 Flash 3,471