All models

OpenAIUnited States· released May 2026

GPT-5.5 Instant

Provisional: 8 comparable tests so far. Ranked once it reaches 6 across 3 counting categories.

OpenAI, United States. One of 26 models from this lab on the Index.

Third-party publishedLow confidence (thin coverage)

Snapshot September 8, 2026

OpenCharts Index

32.9

Provisional: not enough comparable tests or counting categories to rank yet · 8 comparable tests · 1 counting categories

Drop any single test and the Index lands between 32.9 and 69.5.

HARD SET

Needs more results (2 of 8 so far)

Averaging 15.3 on the 2 it has; the score opens at 4 of 8.

Distance to today's frontier on the hardest tests. Not a measure of intelligence.

What it's known for

GPT-5.5 Instant, in 8 results.

Strongest in math (32.9). Its widest gap is on CritPt, 100.0% behind the best published result. No comparable results yet in knowledge, agentic and long context. Below 40% of the best published results, on average.

Strongest category

Math

Competition and research mathematics, graded on the final answer or the proof.

32.9

Mean of 3 of the category's 5 comparable tests. Counts toward the Index.

Best single result

Text Arena

Answer the same prompt as a rival model; real users vote blind on which answer they prefer.

1,474

45% expected win rate against the board leader (1,507) · #24 of 92.

Millions of blind votes on real prompts are the market's measure of what people prefer.

Where it trails

CritPt

Solve an unpublished research-level physics problem to a numeric or symbolic answer checked by an official server.

0.0%

100.0% behind the best published result (32.3%) · #72 of 78.

Research physics is far past textbook recall. Only a few models produce anything a physicist would accept.

Not measured yet

No comparable result yet in these 3 categories. A blank is a blank, never a zero, and it does not lower the Index.

  • Knowledge
  • Agentic
  • Long context

Covered, but not averaged into the Index:

  • Reasoning2 of 6 tests · needs 3 · mean 40.7
  • Coding1 of 7 tests · needs 4 · mean 78.4
  • Multimodalsingle-test category, shown beside the Index · 89.8
  • Human preferencesingle-test category, shown beside the Index · 90.4
Every score, with its source

See it at work

What GPT-5.5 Instant was asked to do, and how it did.

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 90.4 across 1 comparable test · a single-test category, shown beside the Index and never averaged into it

Text ArenaLeaderboard

Answer the same prompt as a rival model; real users vote blind on which answer they prefer.

1,474

45% expected win rate against the board leader (1,507)
#24 of 92

board 2026-09-02

Source: Arena

Every 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.

Head to head

GPT-5.5 Instant against whoever you pick.

Choose a rival. Every counted test both have taken appears side by side as a share of the best published result on that test, with the category means above. A win is a higher share; a gap under 2 points is a tie, because one item on a 45-problem exam is 2.2 points and publishers' own standard errors are of that order.

GPT-5.5 Instant

provisional·Index 32.9F

0 : 6

wins · 0 ties · 6 shared

GPT-6 Astra

#1·Index 99.0A+

GPT-6 Astra comes out ahead on 6 of the 6 tests both have taken.

Category means

  • Reasoning

    40.7
    99.6
  • Knowledge

    100.0
  • Coding

    78.4
    97.7
  • Math

    32.9
    99.8
  • Agentic

    98.5
  • Multimodal

    89.8
  • Human preference

    90.4

Shared tests · biggest gaps first

Bars are distances to the best published result on each test (percent scores above chance, Arena ratings as win rate against the leader, open-ended values on a log scale). Raw values as the publishers report them.

Open GPT-6 Astra

Scores

Every test, every source

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

  • Reasoning40.7 · 2/6
  • Knowledge
  • Coding78.4 · 1/7
  • Math32.9 · 3/5
  • Agentic
  • Multimodalbeside89.8 · 1/1
  • Human preferencebeside90.4 · 1/1
  • Long context

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.

GPQA DiamondEpoch-runReasoning

82.5%

81.3% of the best (95.8%), above chance
19th percentile of 78 · n = 198

Source: Epoch AI — AI Benchmarking Hub
CritPtLeaderboardReasoning

0.0%

0.0% of the best (32.3%)
0th percentile of 78

Source: Epoch AI — AI Benchmarking Hub
SciCodeLeaderboardCoding

48.6%

78.4% of the best (62.0%)
53th percentile of 73 · n = 338

Source: Epoch AI — AI Benchmarking Hub

68.1%

68.1% of the best (100.0%)
4th percentile of 78 · n = 45

Source: Epoch AI — AI Benchmarking Hub

26.3%

28.1% of the best (93.7%)
17th percentile of 61 · n = 290

Source: Epoch AI — AI Benchmarking Hub
FrontierMath Tier 4Epoch-runMath

2.4%

2.5% of the best (97.6%)
4th percentile of 51 · n = 48

Source: Epoch AI — AI Benchmarking Hub
Vision ArenaLeaderboardMultimodal

1,278

45% expected win rate against the board leader (1,313)
68th percentile of 54

board 2026-08-27

Source: Arena (LMArena) — Leaderboard Dataset
Text ArenaLeaderboardHuman preference

1,474

45% expected win rate against the board leader (1,507)
73th percentile of 92

board 2026-09-02

Source: Arena (LMArena) — Leaderboard Dataset

Top of the leaderboard

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