Answer the same prompt as a rival model; real users vote blind on which answer they prefer.
1,455
43% expected win rate against the board leader (1,507)
#44 of 92
board 2026-09-02
Source: ArenaTencentChina· released Jun 2026
Provisional: 2 comparable tests so far. Ranked once it reaches 6 across 3 counting categories.
Tencent, China. One of 1 model from this lab on the Index.
Snapshot September 8, 2026
OpenCharts Index
58.8
Provisional: not enough comparable tests or counting categories to rank yet · 2 comparable tests · 0 counting categories
Drop any single test and the Index lands between 32.4 and 85.2.
Needs more results (0 of 8 so far)
Distance to today's frontier on the hardest tests. Not a measure of intelligence.
What it's known for
Its widest gap is on Code Arena (WebDev), 67.6% behind the best published result. No comparable results yet in reasoning, knowledge, math, agentic, multimodal and long context. Between 40% and 50% behind the best published results, on average.
Strongest category
No category counts yet: a category counts once it has more than one comparable test and the model has taken at least half of them. The scores it has are below.
Best single result
Answer the same prompt as a rival model; real users vote blind on which answer they prefer.
1,455
43% expected win rate against the board leader (1,507) · #44 of 92.
Millions of blind votes on real prompts are the market's measure of what people prefer.
Where it trails
Build a web app from the same prompt as a rival model; real users vote blind on the result.
1,512
67.6 points short of parity with the board leader (1,797) · #31 of 86.
People judging finished apps side by side is the most honest measure of front-end quality.
Not measured yet
No comparable result yet in these 6 categories. A blank is a blank, never a zero, and it does not lower the Index.
Covered, but not averaged into the Index:
See it at work
Every test it has taken, by category, with the kind of task it faced, who produced the number and where the result landed against the best published one. The examples are original and illustrative, never items from the datasets themselves.
Human preference · mean 85.2 across 1 comparable test · a single-test category, shown beside the Index and never averaged into it
Answer the same prompt as a rival model; real users vote blind on which answer they prefer.
1,455
43% expected win rate against the board leader (1,507)
#44 of 92
board 2026-09-02
Source: ArenaEvery result is read against the best published one on its test: percent scores as a share of the best above chance, Arena ratings as the expected win rate against the board leader, open-ended values on a log scale. Sitting a harder exam never lowers a model. Every number links to the publisher that produced it.
Scores
The best published run per benchmark, the raw value as the publisher reports it, who produced the number, how close it comes to the best published result on that test, and where the model sits among every model scored on it. Percent scores are read above chance, Arena ratings as a win rate against the board leader, open-ended values on a log scale. A test with too few models to compare against is shown but not counted.
Category means
Mean · tests taken of the category's comparable tests. A faded category either rests on fewer than half of them or is a single-test category (marked “beside”), which is shown next to the Index and never averaged into it.
1,512
16% expected win rate against the board leader (1,797)
65th percentile of 86
board 2026-09-05
Source: Arena (LMArena) — Leaderboard Dataset1,455
43% expected win rate against the board leader (1,507)
52th percentile of 92
board 2026-09-02
Source: Arena (LMArena) — Leaderboard DatasetTop of the leaderboard

28 of the models on this page run inside Theo today. Theo picks the right one for each step and always shows which engine answered.