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Fudan Finals Set a New High: Students Create Questions to Reverse-Train AI, 4 Students Score Full Marks

13.8k 25 minutes ago
Fudan Finals Set a New High: Students Create Questions to Reverse-Train AI, 4 Students Score Full Marks

Models

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GPT-5 Codex

Openai

GPT-5 Codex

-

Input tokens/M

-

Output tokens/M

-

Context Length

qwen-vl-max

Alibaba

qwen-vl-max

$1.6

Input tokens/M

$4

Output tokens/M

128

Context Length

qwen-mt-plus

Alibaba

qwen-mt-plus

$1.8

Input tokens/M

$5.4

Output tokens/M

16

Context Length

DeepSeek-V3

Deepseek

DeepSeek-V3

$2

Input tokens/M

$8

Output tokens/M

32

Context Length

Qwen3-235B-A22B

Alibaba

Qwen3-235B-A22B

$2

Input tokens/M

-

Output tokens/M

32

Context Length

QianfanHuijin-8B

Baidu

QianfanHuijin-8B

-

Input tokens/M

-

Output tokens/M

32

Context Length

Qianfan-QI-VL

Baidu

Qianfan-QI-VL

-

Input tokens/M

-

Output tokens/M

32

Context Length

Pangu-AgentExpert-N1-0.0.2

Huawei

Pangu-AgentExpert-N1-0.0.2

-

Input tokens/M

-

Output tokens/M

32

Context Length

Qianfan-Llama-VL-8B

Baidu

Qianfan-Llama-VL-8B

-

Input tokens/M

-

Output tokens/M

32

Context Length

Gemma 3 12B

Google

Gemma 3 12B

$0.35

Input tokens/M

$0.7

Output tokens/M

131

Context Length

Grok-3 Mini

Xai

Grok-3 Mini

$2.1

Input tokens/M

$3.5

Output tokens/M

128

Context Length

DeepSeek-R1-Distill-Qwen-1.5B

Deepseek

DeepSeek-R1-Distill-Qwen-1.5B

$2

Input tokens/M

-

Output tokens/M

8

Context Length

Baichuan2-53B

Baichuan

Baichuan2-53B

$15

Input tokens/M

$15

Output tokens/M

32

Context Length

Hunyuan-Code

Tencent

Hunyuan-Code

$3.5

Input tokens/M

$7

Output tokens/M

4

Context Length

Qwen_v2_0.5b_Instruct

Alibaba

Qwen_v2_0.5b_Instruct

$1

Input tokens/M

-

Output tokens/M

8

Context Length

Hunyuan-Role

Tencent

Hunyuan-Role

$4

Input tokens/M

$8

Output tokens/M

28

Context Length

Gemma 2 27B

Google

Gemma 2 27B

-

Input tokens/M

-

Output tokens/M

-

Context Length

GLM-4-AllTools

Chatglm

GLM-4-AllTools

-

Input tokens/M

-

Output tokens/M

128

Context Length

Yi-Large-Turbo

01-ai

Yi-Large-Turbo

-

Input tokens/M

-

Output tokens/M

16

Context Length

Baichuan2-7B-Base

Baichuan

Baichuan2-7B-Base

-

Input tokens/M

-

Output tokens/M

4

Context Length