frostflash

LLM Leaderboard

Ranked by LiveCodeBench · source AA

Competitive programming, contamination-resistant.

#1 by LiveCodeBench
Gemini 3 Pro Preview (high)
91.7%
Google · in $2.00 / out $12.0 per 1M · 0 tok/s
#ModelLiveCode
1Gemini 3 Pro Preview (high)91.7%
2Gemini 3 Flash Preview (Reasoning)90.8%
3DeepSeek V3.2 Speciale89.6%
4GPT-5.2 (medium)89.4%
5GLM-4.7 (Reasoning)89.4%
6GPT-5.2 (xhigh)88.9%
7gpt-oss-120b (high)87.8%
8Claude Opus 4.5 (Reasoning)87.1%
9GPT-5.1 (high)86.8%
10MiMo-V2-Flash (Reasoning)86.8%
11DeepSeek V3.2 (Reasoning)86.2%
12o4-mini (high)85.9%
13Gemini 3 Pro Preview (low)85.7%
14Kimi K2 Thinking85.3%
15GPT-5.1 Codex (high)84.9%
16GPT-5 (high)84.6%
17GPT-5 Codex (high)84.0%
18GPT-5 mini (high)83.8%
19GPT-5.1 Codex mini (high)83.6%
20Grok 4 Fast (Reasoning)83.2%
21MiniMax-M282.6%
22Grok 4.1 Fast (Reasoning)82.2%
23Grok 481.9%
24ERNIE 5.0 Thinking Preview81.2%
25MiniMax-M2.181.0%
26o380.8%
27Apriel-v1.6-15B-Thinker80.7%
28Gemini 2.5 Pro80.1%
29DeepSeek V3.1 Terminus (Reasoning)79.8%
30Gemini 3 Flash Preview (Non-reasoning)79.7%
31DeepSeek V3.2 Exp (Reasoning)78.9%
32GPT-5 nano (high)78.9%
33Qwen3 235B A22B 2507 (Reasoning)78.8%
34DeepSeek V3.1 (Reasoning)78.4%
35Qwen3 Next 80B A3B (Reasoning)78.4%
36Gemini 2.5 Pro Preview (Mar' 25)77.8%
37INTELLECT-377.7%
38gpt-oss-20b (high)77.7%
39Gemini 2.5 Pro Preview (May' 25)77.0%
40DeepSeek R1 0528 (May '25)77.0%
41K-EXAONE (Reasoning)76.8%
42Qwen3 Max76.7%
43Doubao Seed Code76.6%
44Seed-OSS-36B-Instruct76.5%
45GPT-5 (low)76.3%
46GPT-5 nano (medium)76.3%
47Magistral Medium 1.275.0%
48KAT-Coder-Pro V174.7%
49EXAONE 4.0 32B (Reasoning)74.7%
50NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)74.1%

Quality, pricing, and speed benchmarks via Artificial Analysis. Human preference Elo via LMArena. Refreshed daily at 06:00 UTC · last sync .

About the metrics

Intelligence Index
AA
Artificial Analysis composite of reasoning, knowledge, coding, math.
LMArena Elo
LMArena
Human preference Elo from chatbot arena head-to-head votes.
Coding Index
AA
AA composite — LiveCodeBench, SciCode, etc.
Math Index
AA
AA composite — MATH-500, AIME, etc.
MMLU-Pro
AA
Multi-domain knowledge & reasoning. Harder than MMLU.
GPQA Diamond
AA
Graduate-level science Q&A. Strong reasoning signal.
LiveCodeBench
AA
Competitive programming, contamination-resistant.
MATH-500
AA
Subset of the MATH benchmark.
AIME
AA
American Invitational Mathematics Examination — olympiad math.
Humanity's Last Exam
AA
Frontier reasoning benchmark; most models still score low.
SciCode
AA
Scientific coding tasks.