Reasoning / knowledge · Oct 14, 2026
Who is SOTA in Math?
GPT-6 Astra

Research-math and contest-math evidence. FrontierMath is preferred over saturated high-school sets. As of Oct 14, 2026, GPT-6 Astra is state of the art in Math (since Sep 28, 2026; sources Humanity's Last Exam; methodology v1.0).

Standings · overall

The board

RSSHistory →
#ModelStateConfidenceWhy
1OGPT-6 Astra
OpenAI
SOTA · MathmediumGPT-6 Astra is SOTA in Math since 2026-09-28. No eligible model is credibly ahead on the weighted primary evidence.
2AClaude Fable 5.1
Anthropic
Near-SOTA · MathmediumClose in Math: rank #2, 2.2 percentile points behind the leader.
3GGemini 3.1 Pro Preview
Google DeepMind
Near-SOTA · MathmediumClose in Math: rank #3, 4.4 percentile points behind the leader.
4AClaude Sonnet 5.5
Anthropic
#4 in MathmediumRanked #4 in Math.
5GGemini 3.8 Flash
Google DeepMind
#5 in MathmediumRanked #5 in Math.
6OGPT-5.4 Pro
OpenAI
Was SOTA · MathmediumWas SOTA in Math from 2026-04-16 to 2026-09-28. Currently ranked #6.
7MMuse Spark
Meta
Was SOTA · MathmediumWas SOTA in Math from 2026-04-16 to 2026-09-28. Currently ranked #7.
8GGemini 3 Pro Preview
Google DeepMind
Was SOTA · MathmediumWas SOTA in Math from 2025-11-24 to 2026-03-03. Currently ranked #8.
9OGPT-5.4
OpenAI
#9 in MathmediumRanked #9 in Math.
10AClaude Opus 4.7
Anthropic
#10 in MathmediumRanked #10 in Math.
11AClaude Opus 4.6
Anthropic
#11 in MathmediumRanked #11 in Math.
12OGPT-5 Pro
OpenAI
Was SOTA · MathmediumWas SOTA in Math from 2025-11-24 to 2026-03-03. Currently ranked #12.
13AClaude Haiku 5.5
Anthropic
#13 in MathmediumRanked #13 in Math.
14OGPT-5.2
OpenAI
#14 in MathmediumRanked #14 in Math.
15OGPT-5
OpenAI
Was SOTA · MathmediumWas SOTA in Math from 2025-11-13 to 2025-11-24. Currently ranked #15.
Embed

Badges for the leaders

GPT-6 Astra

SOTA · Math · Sep 2026

[![SOTA · Math · Sep 2026](https://isitsota.com/badge/gpt-6-astra/math.svg)](https://isitsota.com/m/gpt-6-astra)

<a href="https://isitsota.com/m/gpt-6-astra"><img alt="SOTA · Math · Sep 2026" src="https://isitsota.com/badge/gpt-6-astra/math.svg" height="28"></a>

Coverage

Not enough data yet

Claude Fable 5 — #2 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Opus 5 — #4 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 3.7 Flash — #7 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 5.3 Flash — #8 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Muse Spark 1.3 — #10 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Opus 5.5 — #11 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 3.6 Flash — #12 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.5 — #13 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K3 — #14 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 3.5 Flash — #15 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.6 Sol — #16 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 5.3 — #17 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4.1 Flash — #18 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Muse Spark 1.1 — #19 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Opus 4.8 — #20 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-6.1 Sol — #22 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 5.2 — #24 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Muse Spark 1.2 — #25 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.6 Terra — #27 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mimo V2.5 Pro — #28 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 6 — #29 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Inkling — #30 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Hy3 — #31 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.6 Luna — #32 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 3 Pro — #33 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 6 Max Preview — #34 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 5.1 — #35 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mistral Large 4 — #36 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Sonnet 5 — #37 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4.5 — #38 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Step 5 Preview — #39 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 5 Thinking — #40 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemma 4 31B — #41 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemma 4 26B A4b — #42 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 7 Plus — #43 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4 Pro High Preview — #45 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mimo V2.6 Flash — #46 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Sonnet 4.6 — #47 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.5 Instant — #49 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4 Pro High — #51 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 6 Plus — #53 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 8 27B — #54 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-6 Sol — #55 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 5 397B A17b — #56 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mimo V2 Pro — #57 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Inkling Small — #58 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4.6 — #60 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-6 Luna — #61 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4 Pro — #62 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Nvidia Nemotron 3 Ultra 550B A55b Nvfp4 — #63 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 5 — #64 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 3.5 Flash Lite — #65 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4 Flash High Preview — #66 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 5 Instant — #67 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.4 Mini — #68 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4.7 — #69 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 2.5 Pro — #70 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mimo V2.5 — #71 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 Thinking Turbo — #72 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Minimax M3 — #75 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.2 Thinking — #76 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 4.7 — #77 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mistral Medium 3.5 — #79 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.2 — #80 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4.1 — #81 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 5 122B A10b — #82 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4 0709 — #83 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V4 Flash — #84 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT-5.4 Nano — #85 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.2 Exp Thinking — #86 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 5 27B — #87 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 Max — #88 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Minimax M2 7 — #89 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GLM 4.6 — #90 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 4.3 — #91 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 235B A22b Instruct 2507 — #93 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 0905 Preview — #94 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Longcat Flash Chat — #95 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.1 Thinking — #96 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 Next 80B A3b Instruct — #97 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.1 — #98 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek R1 — #99 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3.2 Exp — #101 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 VL 235B A22b Instruct — #102 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 2.5 Flash Preview 09 2025 — #104 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Step 3.5 Flash — #106 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 2.5 Flash — #108 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

O3 Mini — #109 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 5 Flash — #111 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 VL 235B A22b Thinking — #112 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Claude Haiku 4.5 — #113 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mistral Large 3 — #114 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 32B — #115 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 5 35B A3b — #116 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 235B A22b Thinking 2507 — #117 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Minimax M2 5 — #118 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek R1 0528 — #119 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 235B A22b — #120 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 Next 80B A3b Thinking — #121 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 235B A22b NO Thinking — #122 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Minimax M2 1 Preview — #123 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 3 Mini — #125 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Kimi K2 0711 Preview — #126 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

O1 Preview — #128 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Trinity Large Thinking — #129 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

GPT Oss 120B — #130 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 30B A3b Instruct 2507 — #131 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Mimo V2 Flash — #132 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Qwen3 Coder 480B A35b Instruct — #133 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Intellect 3 — #135 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Nvidia Nemotron 3 Super 120B A12b — #136 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Nvidia Nemotron 3.5 Lightning 30B A3b Nvfp4 — #137 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Grok 3 Mini Beta — #138 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Minimax M1 — #139 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

DeepSeek V3 0324 — #140 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Gemini 2.5 Flash Lite Preview 06.17 Thinking — #141 on LMArena Text (style-controlled, math); missing Humanity's Last Exam and FrontierMath

Related

Best page and recent changes

Best AI model for math

Evidence recipe

What can move this crown

Who is SOTA in Math?

As of Oct 14, 2026, GPT-6 Astra is state of the art in Math (since Sep 28, 2026; sources Humanity's Last Exam; methodology v1.0).

Since when is the Math crown current?

The current crown in Math has held since Sep 28, 2026.