Scicode

Scicode 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

Auto-generated definition — editorial description not yet written.

Leaderboard

Last synced: Jul 10, 2026, 8:59 PM

#	Model	Provider	Score	Price/M
1	Gemini 3.1 Pro Preview	Google	0.6	$4.50
2	GPT-5.6 Sol (high)	OpenAI	0.6	$11.25
3	GPT-5.4 (xhigh)	OpenAI	0.6	$5.63
4	GPT-5.6 Sol (medium)	OpenAI	0.6	$11.25
5	GPT-5.6 Sol (max)	OpenAI	0.6	$11.25
6	GPT-5.5 (xhigh)	OpenAI	0.6	$11.25
7	GPT-5.6 Sol (xhigh)	OpenAI	0.6	$11.25
8	GPT-5.5 (high)	OpenAI	0.6	$11.25
9	GPT-5.6 Sol (low)	OpenAI	0.6	$11.25
10	Claude Opus 4.7	Anthropic	0.5	$11.67
11	Grok 4.5 (high)	SpaceXAI	0.5	$3.00
12	GPT-5.6 Terra (max)	OpenAI	0.5	$5.63
13	GPT-5.5 (medium)	OpenAI	0.5	$11.25
14	Kimi K2.6	Kimi	0.5	$1.71
15	Gemini 3.5 Flash (high)	Google	0.5	$3.38
16	GPT-5.6 Luna (max)	OpenAI	0.5	$2.25
17	GPT-5.6 Terra (xhigh)	OpenAI	0.5	$5.63
18	GPT-5.5 (low)	OpenAI	0.5	$11.25
19	Muse Spark	Meta	0.5	$0.00
20	GPT-5.6 Luna (high)	OpenAI	0.5	$2.25
21	GLM-5.2 (max)	Z AI	0.5	$2.15
22	MiMo-V2.5-Pro	Xiaomi	0.5	$0.54
23	GPT-5.6 Terra (high)	OpenAI	0.5	$5.63
24	GPT-5.6 Luna (xhigh)	OpenAI	0.5	$2.25
25	GPT-5.4 mini (xhigh)	OpenAI	0.5	$1.69
26	GPT-5.6 Terra (medium)	OpenAI	0.5	$5.63
27	GPT-5.6 Terra (low)	OpenAI	0.5	$5.63
28	Qwen3.7 Max	Alibaba	0.5	$3.75
29	Kimi K2.7 Code	Kimi	0.5	$1.71
30	Grok 4.3 (high)	SpaceXAI	0.5	$1.56
31	MiniMax-M2.7	MiniMax	0.5	$0.53
32	GPT-5.4 nano (xhigh)	OpenAI	0.5	$0.46
33	GPT-5.6 Luna (medium)	OpenAI	0.5	$2.25
34	GPT-5.6 Luna (low)	OpenAI	0.5	$2.25
35	MiniMax-M3	MiniMax	0.5	$0.53
36	GLM-5.1 (Reasoning)	Z AI	0.4	$2.15
37	Anthropic: Claude Haiku 4.5	Anthropic	0.4	$2.00
38	Gemini 2.5 Pro	Google	0.4	$3.44
39	Gemini 3.1 Flash-Lite	Google	0.4	$0.56
40	Qwen3.6 Plus	Alibaba	0.4	$1.13
41	GPT-4.1 mini	OpenAI	0.4	$0.70
42	Anthropic: Claude Sonnet 4	Anthropic	0.4	$6.00
43	Gemma 4 26B A4B (Reasoning)	Google	0.4	$0.20
44	Nemotron 3 Ultra 550B A55B (Reasoning)	NVIDIA	0.4	$1.18
45	gpt-oss-120b (high)	OpenAI	0.4	$0.26
46	DeepSeek V3 0324	DeepSeek	0.4	$1.21
47	Qwen3.6 35B A3B (Reasoning)	Alibaba	0.4	$0.56
48	DeepSeek R1 (Jan '25)	DeepSeek	0.4	$2.43
49	Qwen: Qwen3 32B	Alibaba	0.4	$0.12
50	gpt-oss-20b (high)	OpenAI	0.3	$0.09