# DrivingBench 实测多款大模型遥控驾驶，多数尝试未完赛

- 来源：Hacker News 热门（buzzing.cc 中文翻译）
- 作者：plurby
- 发布时间：2026-09-24 00:35
- AIHOT 分数：58
- AIHOT 链接：https://aihot.news/items/cmuecdtn504h2ro2dpn6917yp
- 原文链接：https://drivingbench.com/

## AI 摘要

drivingbench.com 展示一个让大模型通过 set_motion 等指令驾驶车辆沿赛道中心线行驶的基准，按完成进度、行驶距离、完赛时间、指令数和 token 成本计分。

## 正文

How far along the course centerline the attempt got while staying within 4 m of it, as a share of the centerline length to the finish zone; a collision keeps the progress reached before it.

distance

GPS speed integrated from the first accepted set_motion to the end of the attempt's last engagement.

finish time

First accepted set_motion to the end of the attempt's last engagement. Shown for completed runs only; DNF means did not finish.

commands

Accepted set_motion and stop_now calls during the attempt.

tokens · cost

Total tokens and cost at list prices for the attempt, including the reflection after it.

same chat

#1

49%

67.3 m

DNF

8

1.2M

· $2.01

#2

100%

134.7 m

24

6.6M

· $7.74

Claude Fable 5.1

Claude Code · medium

45%

9%

10%

45%

Expand

Collapse

attempt

progress

How far along the course centerline the attempt got while staying within 4 m of it, as a share of the centerline length to the finish zone; a collision keeps the progress reached before it.

distance

GPS speed integrated from the first accepted set_motion to the end of the attempt's last engagement.

finish time

First accepted set_motion to the end of the attempt's last engagement. Shown for completed runs only; DNF means did not finish.

commands

Accepted set_motion and stop_now calls during the attempt.

tokens · cost

Total tokens and cost at list prices for the attempt, including the reflection after it.

same chat

#1

9%

17.5 m

DNF

3

581k

· $0.96

#2

10%

27.3 m

DNF

4

866k

· $1.35

#3

45%

73.7 m

DNF

8

2.1M

· $1.64

Grok 4.6

Cursor · medium

11%

8%

11%

10%

Expand

Collapse

attempt

progress

How far along the course centerline the attempt got while staying within 4 m of it, as a share of the centerline length to the finish zone; a collision keeps the progress reached before it.

distance

GPS speed integrated from the first accepted set_motion to the end of the attempt's last engagement.

finish time

First accepted set_motion to the end of the attempt's last engagement. Shown for completed runs only; DNF means did not finish.

commands

Accepted set_motion and stop_now calls during the attempt.

tokens · cost

Total tokens and cost at list prices for the attempt, including the reflection after it.

same chat

#1

8%

14.4 m

DNF

2

216k

· $0.18

#2

11%

22.6 m

DNF

3

294k

· $0.19

#3

10%

22.2 m

DNF

3

516k

· $0.29

GPT-5.6 Sol

Codex · medium

6%

6%

6%

6%

Expand

Collapse

attempt

progress

How far along the course centerline the attempt got while staying within 4 m of it, as a share of the centerline length to the finish zone; a collision keeps the progress reached before it.

distance

GPS speed integrated from the first accepted set_motion to the end of the attempt's last engagement.

finish time

First accepted set_motion to the end of the attempt's last engagement. Shown for completed runs only; DNF means did not finish.

commands

Accepted set_motion and stop_now calls during the attempt.

tokens · cost

Total tokens and cost at list prices for the attempt, including the reflection after it.

same chat

#1

6%

15.0 m

DNF

3

364k

· $0.35

#2

6%

15.6 m

DNF

4

729k

· $0.43

#3

6%

17.1 m

DNF

2

517k

· $0.27

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