Hle

Hle benchmark scores from Epoch AI's benchmark data collection.

aggregateepoch_ai

Strengths

Sourced from Epoch AI's systematic benchmark data collection covering frontier models.

Caveats

Auto-generated definition — editorial description not yet written.

How to interpret scores

Contamination risk: moderateFreshness: periodic

Higher is better.

Caveat to keep in mind

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Leaderboard

Last synced: Apr 7, 2026, 4:00 PM

#	Model	Provider	Score	Price/M
1	Gemma 3 270M	Google	0.9	$0.00
2	Mistral: Ministral 3 3B 2512	Mistral	0.5	$0.10
3	GPT-5.2 Codex (xhigh)	OpenAI	0.5	$4.81
4	Gemini 3.1 Pro Preview	Google	0.5	$4.50
5	GPT-5.4 (xhigh)	OpenAI	0.5	$5.63
6	Qwen3.5 0.8B (Reasoning)	Alibaba	0.5	$0.02
7	Google: Gemini 3.1 Pro Preview Custom Tools	Google	0.4	$4.50
8	Qwen3 Max Thinking	Alibaba	0.4	$2.40
9	KAT-Coder-Pro V1	KwaiKAT	0.4	$0.53
10	Mistral: Ministral 3 8B 2512	Mistral	0.4	$0.15
11	Llama 2 Chat 7B	Meta	0.4	$0.10
12	Qwen3.5 9B (Reasoning)	Alibaba	0.4	$0.10
13	Gemini 3 Flash Preview (Reasoning)	Google	0.4	$1.13
14	Gemini 3 Pro Preview (high)	Google	0.4	$4.50
15	Gemini 3 Pro Preview (low)	Google	0.4	$4.50
16	GPT-5.3 Codex (xhigh)	OpenAI	0.4	$4.81
17	Gemini 3 Deep Think	Google	0.4	$0.00
18	Mistral: Ministral 3 14B 2512	Mistral	0.4	$0.20
19	o3-pro	OpenAI	0.4	$35.00
20	GLM-5-Turbo	Z AI	0.3	$0.00
21	Qwen3.5 122B A10B (Reasoning)	Alibaba	0.3	$1.10
22	GPT-5.4 (Non-reasoning)	OpenAI	0.3	$5.63
23	GPT-5 (low)	OpenAI	0.3	$3.44
24	GPT-5 (ChatGPT)	OpenAI	0.3	$3.44
25	GPT-5 (high)	OpenAI	0.3	$3.44
26	GPT-5 (medium)	OpenAI	0.3	$3.44
27	GPT-5.1 Codex (high)	OpenAI	0.3	$3.44
28	MiMo-V2-Flash (Reasoning)	Xiaomi	0.3	$0.15
29	Doubao Seed 2.0 lite (Reasoning)	ByteDance Seed	0.3	$0.00
30	AlfredPros: CodeLLaMa 7B Instruct Solidity	Alfredpros	0.3	$0.90
31	Qwen3.5 27B (Reasoning)	Alibaba	0.3	$0.82
32	Gemini 3 Flash Preview (Non-reasoning)	Google	0.3	$1.13
33	Qwen3.5 35B A3B (Reasoning)	Alibaba	0.3	$0.69
34	GPT-5.4 Pro (xhigh)	OpenAI	0.3	$67.50
35	GPT-5.1 (high)	OpenAI	0.3	$3.44
36	GPT-5 Codex (high)	OpenAI	0.3	$3.44
37	OpenAI: GPT-5.3-Codex	OpenAI	0.3	$4.81
38	Qwen3.5 397B A17B (Reasoning)	Alibaba	0.3	$1.35
39	Google: Gemini 3 Flash Preview	Google	0.3	$1.13
40	Gemma 4 26B A4B (Reasoning)	Google	0.3	$0.20
41	Claude 4.5 Sonnet (Reasoning)	Anthropic	0.3	$6.00
42	xAI: Grok 4.20 Multi-Agent Beta	xAI	0.3	$3.00
43	Sao10K: Llama 3.1 70B Hanami x1	Sao10k	0.3	$3.00
44	KAT Coder Pro V2	KwaiKAT	0.3	$0.53
45	Google: Gemini 3 Pro Preview	Google	0.3	$4.50
46	MiMo-V2-Pro	Xiaomi	0.3	$1.50
47	Google: Gemma 2 9B	Google	0.3	$0.04
48	OpenAI: GPT-5 Pro	OpenAI	0.3	$41.25
49	DeepSeek V3.2 Speciale	DeepSeek	0.3	$0.00
50	Google: Gemma 2 27B	Google	0.3	$0.65