AI leaderboard · last 24 hours
19 models share first place — joint 1st of the 25 models on the Combined board in the last 24 hours — from Claude Sonnet 5.5 (95 ± 2.3) to GPT-6.1 Terra (89 ± 2.3), none of them measurably behind the leader.
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As of 30 Oct 2026, 15:14 UTC · 24-hour boards · the first 10 places of each board here; every model, and the 7-day and 30-day views, on the full leaderboard
01
Half coding, a quarter reasoning and a quarter tool use, from the same tasks for every model.
| Place | Model | Vendor | Score |
|---|---|---|---|
| =1 | Claude Sonnet 5.5 | Anthropic | 95 ± 2.3 |
| =1 | Claude Opus 5.5 | Anthropic | 94 ± 2.2 |
| =1 | GPT-6 Luna | OpenAI | 94 ± 2.3 |
| =1 | DeepSeek V4.1 Flash | DeepSeek | 93 ± 2.2 |
| =1 | Claude Fable 5.1 | Anthropic | 92 ± 2.2 |
| =1 | GPT-5.6 Luna | OpenAI | 92 ± 2.3 |
| =1 | Gemini 4 Argon | 92 ± 2.3 | |
| =1 | GPT-6.1 Sol | OpenAI | 92 ± 2.3 |
| =1 | GPT-5.6 Terra | OpenAI | 91 ± 2.2 |
| =1 | GPT-5.6 Sol | OpenAI | 91 ± 2.3 |
As of 30 Oct 2026, 15:14 UTC · 24-hour boards · places with statistical ties; “=” marks a shared place
02
Real debugging jobs and a hard function task, graded by running the code, including tests the model never sees. Re-tested every four hours.
| Place | Model | Vendor | Score |
|---|---|---|---|
| =1 | Claude Opus 5.5 | Anthropic | 97 ± 0.6 |
| =1 | Claude Sonnet 5.5 | Anthropic | 95 ± 1.1 |
| =3 | Claude Opus 4.7 | Anthropic | 94 ± 0.6 |
| =3 | GPT-6 Luna | OpenAI | 94 ± 1.2 |
| =3 | DeepSeek V4.1 Flash | DeepSeek | 94 ± 0.7 |
| =3 | GPT-5.6 Terra | OpenAI | 94 ± 0.6 |
| =3 | GPT-5.6 Luna | OpenAI | 93 ± 0.7 |
| =3 | GPT-6.1 Sol | OpenAI | 93 ± 0.7 |
| =3 | GPT-5.5 | OpenAI | 93 ± 0.8 |
| =10 | Gemini 3.8 Flash | 92 ± 0.7 |
As of 30 Oct 2026, 15:14 UTC · 24-hour boards · places with statistical ties; “=” marks a shared place
03
Long multi-turn working sessions, run daily; rules stated early in a session are checked by running code at later turns.
| Place | Model | Vendor | Score |
|---|---|---|---|
| =1 | Claude Fable 5.1 | Anthropic | 100 ± 2.5 |
| =1 | Claude Sonnet 5.5 | Anthropic | 100 ± 2.5 |
| =1 | Gemini 3.5 Flash Lite | 100 ± 2.5 | |
| =1 | Gemini 3.8 Flash | 100 ± 2.5 | |
| =1 | GPT-5.6 Sol | OpenAI | 99 ± 2.5 |
| =1 | Claude Opus 5.5 | Anthropic | 98 ± 2.5 |
| =1 | GPT-6 Luna | OpenAI | 98 ± 2.5 |
| =1 | Claude Opus 5 | Anthropic | 97 ± 2.5 |
| =1 | DeepSeek V4.1 Flash | DeepSeek | 97 ± 2.5 |
| =1 | Gemini 4 Argon | 97 ± 2.5 |
As of 30 Oct 2026, 15:14 UTC · 24-hour boards · places with statistical ties; “=” marks a shared place
04
Tasks in sandboxed machines, run daily: either the job is done at the end or it is not.
| Place | Model | Vendor | Score |
|---|---|---|---|
| =1 | DeepSeek V4 Pro | DeepSeek | 92 ± 2.5 |
| =1 | Claude Opus 5 | Anthropic | 90 ± 2.5 |
| =1 | Claude Sonnet 5.5 | Anthropic | 90 ± 2.5 |
| =1 | Claude Fable 5.1 | Anthropic | 88 ± 2.5 |
| =1 | DeepSeek V4.1 Flash | DeepSeek | 88 ± 2.5 |
| =1 | GLM-5.3 | Z.ai | 88 ± 2.5 |
| =1 | GPT-6 Luna | OpenAI | 88 ± 2.5 |
| =1 | Gemini 4 Argon | 87 ± 2.5 | |
| =1 | GPT-5.6 Luna | OpenAI | 86 ± 2.5 |
| =1 | GPT-6 Astra | OpenAI | 86 ± 2.5 |
As of 30 Oct 2026, 15:14 UTC · 24-hour boards · places with statistical ties; “=” marks a shared place
05
Not votes. Real tests through each provider's API, on a fixed schedule, since August 2025.
Every model gets the same tasks on the same schedule — coding every four hours, reasoning and tool use daily, with an hourly canary probe — and is graded by running what it produces. The Combined score is half coding, a quarter reasoning and a quarter tool use. Every score carries a standard error from its own run-to-run repeatability. Walking down a board, a model joins the group above it unless that group’s leader is ahead by more than 1.96 times their combined standard error, so places such as 1, 1, 1, 4 are normal and a shared place is written joint. A model graded on fewer tasks than the rest keeps its position and is never called tied.
The methodology is public — every weight, statistical test and drift constant. The test tasks are private, so no lab can train on them. Every weight and constant is on the methodology page. For one job at a time, see best LLM for coding, best LLM for reasoning, best AI model for agents and head-to-head comparisons; whether a model is slipping is on the AI degradation tracker and is your AI getting worse?
06
19 models share first place — joint 1st of the 25 models on the Combined board in the last 24 hours — from Claude Sonnet 5.5 (95 ± 2.3) to GPT-6.1 Terra (89 ± 2.3), none of them measurably behind the leader. As of 30 Oct 2026, 15:14 UTC. The board is the 24-hour view: every model's runs over the last day, ranked with statistical ties. The best model for one job (coding, reasoning, agents, value or speed) is on best AI model.
Every model gets the same tasks on the same schedule (coding every four hours, reasoning and tool use daily, with an hourly canary probe) and is graded by running what it produces, not by votes or vendor-reported numbers. The Combined score is half coding, a quarter reasoning and a quarter tool use; a suite that is missing drops out and the others are reweighted. The methodology is public — every weight, statistical test and drift constant. The test tasks are private, so no lab can train on them. Every weight is on the methodology page.
Coding is re-tested every four hours, reasoning and tool use daily, and an hourly canary probe watches for sudden drops between runs. The 24-hour view averages each model's runs over the last day, so one odd attempt cannot move a place.
Every score carries a standard error from its own run-to-run repeatability. Walking down a board, a model joins the group above it unless that group’s leader is ahead by more than 1.96 times their combined standard error, so places such as 1, 1, 1, 4 are normal and a shared place is written joint. A model graded on fewer tasks than the rest keeps its position and is never called tied.
On the full leaderboard, with a free account: every model on every board over 24 hours, 7 days and 30 days, and a 3-model watchlist with email alerts. No card. Pro and up adds the newest run as it lands.
Claude Opus 5.5 and Claude Sonnet 5.5 share first place: joint 1st of the 25 models on the Coding board in the last 24 hours, each within the measurement noise of the leader (Claude Opus 5.5 97 ± 0.6, Claude Sonnet 5.5 95 ± 1.1). The Coding board is real debugging work graded by running each project's own tests; the method and the five best-placed models are on best LLM for coding.
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